{"id":"W2770261611","doi":"","title":"ASSOCIATION OF METFORMIN WITH BREAST CANCER INCIDENCE AND MORTALITY: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2017,"lang":"en","type":"review","venue":"MacSphere (McMaster University)","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metformin; Meta-analysis; Medicine; Breast cancer; Incidence (geometry); Oncology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01048183,0.002534869,0.01600002,0.006611007,0.0006148316,0.002757928,0.002088423,0.00217079,0.002946461],"category_scores_gemma":[0.02608449,0.001406993,0.03519459,0.006555011,0.0005818179,0.001399147,0.001322798,0.001803647,0.0002131829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587854,"about_ca_system_score_gemma":0.003569334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006196962,"about_ca_topic_score_gemma":0.01240938,"domain_scores_codex":[0.9925147,0.003725662,0.001944867,0.0007142354,0.0008382276,0.0002623052],"domain_scores_gemma":[0.9854827,0.01069242,0.002345774,0.00035048,0.0009423757,0.0001861317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002022242,0.00004137602,0.005228036,0.4299458,0.5461886,0.0001669987,0.00006790979,0.0007681692,0.0001850509,0.0001398548,0.0006618465,0.01458408],"study_design_scores_gemma":[0.000451265,0.0002155543,0.004555814,0.02648362,0.9661179,0.0001371025,0.00003059333,0.0002510789,0.0001175966,0.000169303,0.001447699,0.00002255965],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003242715,0.99573,0.0002628643,0.0001453869,0.00008397329,0.0001386749,0.0002602472,0.0000120615,0.000124164],"genre_scores_gemma":[0.1003311,0.8956937,0.001649446,0.0005930692,0.0002637689,0.000733339,0.000532379,0.00001617976,0.0001869019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01600002,"threshold_uncertainty_score":0.05543393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08425078784570268,"score_gpt":0.3368243890507002,"score_spread":0.2525736012049975,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}