{"id":"W1585922775","doi":"10.1038/88975","title":"Dark clouds over Toronto psychiatry research","year":2001,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychiatry; 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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009332439,0.0009604105,0.001068431,0.003773844,0.01724405,0.02024878,0.00185136,0.009574893,0.08425668],"category_scores_gemma":[0.02043227,0.0009205083,0.0009845063,0.004765757,0.01805735,0.01099507,0.01041421,0.01935695,0.007938419],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07296524,"about_ca_system_score_gemma":0.1005143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.64798,"about_ca_topic_score_gemma":0.8238782,"domain_scores_codex":[0.9913937,0.001974727,0.0003504032,0.0007390712,0.003026918,0.002515091],"domain_scores_gemma":[0.9546914,0.006997448,0.00205282,0.002419269,0.008122444,0.02571655],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001312994,0.0000192992,0.001364003,0.0001895101,0.00003372018,0.0001583829,0.001862339,0.0001634342,0.0002236293,0.1472159,0.8257079,0.02293065],"study_design_scores_gemma":[0.00003790729,0.00002087224,0.003685853,0.0002764493,0.00002717294,0.00005472661,0.003517018,0.00009650322,0.0001894206,0.03042595,0.9616223,0.00004597872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003564318,0.02523254,0.0005708128,0.900031,0.02008516,0.00001927589,0.0007294548,0.0001833861,0.04958416],"genre_scores_gemma":[0.2530963,0.04382427,0.002835816,0.3185323,0.02805177,0.00009136935,0.001020788,0.0008160486,0.3517313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9906676,"threshold_uncertainty_score":0.7081861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112010207957578,"score_gpt":0.5303952412608095,"score_spread":0.4191942204650517,"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."}}