{"id":"W7100184500","doi":"","title":"doi:10.1155/2011/936327 Clinical Study Psychopathology and Suicide among Quebec Physicians: A Nested Case Control Study","year":2011,"lang":"en","type":"article","venue":"","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coroner; Psychopathology; Suicide prevention; Nested case-control study; Poison control; Injury prevention; Occupational safety and health; Human factors and ergonomics; Medical diagnosis","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":[0.001219786,0.0005454084,0.000927601,0.001500822,0.0008664902,0.001150896,0.0007540855,0.0009288418,0.2158581],"category_scores_gemma":[0.00141406,0.0005289075,0.0002499674,0.002023986,0.000654038,0.000525531,0.0006601379,0.0009969543,0.06118495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377377,"about_ca_system_score_gemma":0.002908268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3408542,"about_ca_topic_score_gemma":0.3744571,"domain_scores_codex":[0.9996021,0.0001261318,0.00002491575,0.00006273714,0.00009999757,0.00008416954],"domain_scores_gemma":[0.9990399,0.0002271308,0.0001145771,0.0001262161,0.0002514586,0.0002407287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001971497,0.002211192,0.2414664,0.0007829016,0.0005874935,0.002234006,0.0003266128,0.000450935,0.002558941,0.0009637273,0.4968341,0.2496122],"study_design_scores_gemma":[0.001255986,0.0005995877,0.7334875,0.00125418,0.0003007141,0.002437976,0.0002205802,0.002253863,0.0005370739,0.0005740717,0.2570206,0.00005778253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3694639,0.03552907,0.00399329,0.01645,0.00171123,0.002436015,0.2177472,0.001448242,0.3512211],"genre_scores_gemma":[0.447532,0.02725528,0.006997543,0.003706458,0.001296003,0.001733997,0.08854914,0.000236202,0.4226933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6591458,"threshold_uncertainty_score":0.7221174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08928181489166187,"score_gpt":0.384370572261598,"score_spread":0.2950887573699361,"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."}}