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Update app.py
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app.py
CHANGED
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@@ -44,9 +44,26 @@ sp = en_core_sci_lg.load()
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all_stopwords = sp.Defaults.stop_words
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indicator_phrases = [
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# ... (keep your full list from above)
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"found that", "findings suggest", "shows that", "showed that", "demonstrated", "demonstrates",
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"according to", "a recent study", "researchers from"
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]
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all_stopwords = sp.Defaults.stop_words
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indicator_phrases = [
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"found that", "findings suggest", "shows that", "showed that", "demonstrated", "demonstrates",
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"revealed", "reveals", "suggests", "suggested", "indicated", "indicates", "reported", "reports",
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"was reported", "concluded", "concludes", "conclusion", "authors state", "stated", "data suggest",
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"observed", "observes", "study suggests", "study shows", "study found", "researchers found",
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"results indicate", "results show", "confirmed", "confirm", "confirming", "point to",
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"documented", "document", "evidence of", "evidence suggests",
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"associated with", "correlated with", "link between", "linked to", "relationship between",
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"was linked", "connected to", "relationship with", "tied to", "association with",
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"increase", "increases", "increased", "decrease", "decreases", "decreased",
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"greater risk", "lower risk", "higher risk", "reduced risk", "raises the risk", "reduces the risk",
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"risk of", "risk for", "likelihood of", "probability of", "chance of", "rate of", "incidence of",
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"prevalence of", "mortality", "survival rate", "death rate", "odds of", "number of", "percentage of", "percent of",
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"caused by", "causes", "cause", "resulted in", "results in", "leads to", "led to", "contributed to", "responsible for",
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"due to", "as a result", "because of",
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"randomized controlled trial", "RCT", "clinical trial", "participants", "enrolled", "sample size", "statistically significant",
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"compared to", "compared with", "versus", "compared against",
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"more than", "less than", "greater than", "lower than", "higher than", "significantly higher", "significantly lower",
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"significantly increased", "significantly decreased", "significant difference",
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"effect of", "impact of", "influence of", "predictor of", "predicts", "predictive of", "factor for", "determinant of",
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"plays a role in", "contributes to", "related to", "affects", "influences", "difference between",
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"according to", "a recent study", "researchers from"
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]
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