{"id":"W6976942662","doi":"10.6084/m9.figshare.14913267","title":"Additional file 2 of Validity of observational evidence on putative risk and protective factors: appraisal of 3744 meta-analyses on 57 topics","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Observational study; Sample (material); Risk factor; Measure (data warehouse); Risk assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006968856,0.001690511,0.002790449,0.006295379,0.0009170902,0.002507547,0.002232081,0.002040681,0.9000342],"category_scores_gemma":[0.1259087,0.001223037,0.003261299,0.008156666,0.0004525384,0.003719595,0.00184449,0.001332071,0.07384988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202785,"about_ca_system_score_gemma":0.003776314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005050235,"about_ca_topic_score_gemma":0.01052419,"domain_scores_codex":[0.9961199,0.001099241,0.001325737,0.0005668754,0.0006196531,0.0002686854],"domain_scores_gemma":[0.8300543,0.1482002,0.009254326,0.003746415,0.007881777,0.000863018],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002028542,0.0001804397,0.004004497,0.09725843,0.001079631,0.0001626717,0.0001905828,0.001284083,0.0002191393,0.002718149,0.8686207,0.02225307],"study_design_scores_gemma":[0.06934309,0.001203701,0.04297838,0.06781073,0.005931316,0.001287487,0.0009852257,0.006618799,0.00144298,0.03974577,0.7621484,0.000504164],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002944472,0.0001575007,0.0004899616,0.0002352482,0.00005078833,0.0005059685,0.9971805,0.0002110523,0.0008745691],"genre_scores_gemma":[0.02865533,0.00149497,0.01962016,0.002504124,0.0005419181,0.0351379,0.8885872,0.00155334,0.02190497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9972095,"threshold_uncertainty_score":0.142589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9563198945416027,"score_gpt":0.5919892134206153,"score_spread":0.3643306811209874,"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."}}