{"id":"W6976922142","doi":"10.6084/m9.figshare.14913282.v1","title":"Additional file 7 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; Table (database); Observational methods in psychology; Measure (data warehouse)","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":[0.007641305,0.001895813,0.003003065,0.006552425,0.000866288,0.002863874,0.002349477,0.002103627,0.9044809],"category_scores_gemma":[0.1234371,0.001321239,0.003736845,0.008479284,0.0004427236,0.003778128,0.002022189,0.001362848,0.095126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113582,"about_ca_system_score_gemma":0.003676732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004430479,"about_ca_topic_score_gemma":0.009915046,"domain_scores_codex":[0.9955347,0.001297452,0.001554155,0.0005690045,0.0007504523,0.0002942706],"domain_scores_gemma":[0.815654,0.1608873,0.009418718,0.004074666,0.009085308,0.0008798877],"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":[0.001840445,0.0001568532,0.003034099,0.1020675,0.001066669,0.0001406898,0.0001636907,0.001009361,0.0002230199,0.002312126,0.8667895,0.02119602],"study_design_scores_gemma":[0.05345783,0.000847549,0.03410019,0.06027345,0.00506042,0.0008918234,0.0007486655,0.003763274,0.001291466,0.03267793,0.8064638,0.0004237193],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002265833,0.0002028912,0.0004171414,0.0002321051,0.00005130597,0.0004381782,0.9971937,0.00024512,0.000993023],"genre_scores_gemma":[0.02255464,0.001916599,0.01642381,0.002481711,0.0005671759,0.02614727,0.9051341,0.001913536,0.02286107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9969969,"threshold_uncertainty_score":0.1362464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9568779880877736,"score_gpt":0.5921301842332125,"score_spread":0.3647478038545611,"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."}}