{"id":"W3132816880","doi":"10.71781/18243","title":"Presence, severity, and course of psychological distress in men and women with and without coronary artery disease : psychological status in patients differs as a function of time, sex, and/or coronary artery disease status","year":2019,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychological distress; Coronary artery disease; Internal medicine; Cardiology; Medicine; Artery; Depressive symptoms; Psychology; Clinical psychology; Mental health; Cognition; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004757307,0.0001574675,0.0002038151,0.0006175119,0.0003414358,0.0003885367,0.0001634508,0.0004225759,0.002006482],"category_scores_gemma":[0.002370355,0.0001763724,0.0002569599,0.0005499298,0.0003592937,0.0005156189,0.0003878463,0.0003176196,0.0001399551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958597,"about_ca_system_score_gemma":0.0001482803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468916,"about_ca_topic_score_gemma":0.004247351,"domain_scores_codex":[0.9997709,0.000073906,0.0000233488,0.00004827655,0.00003033981,0.00005313248],"domain_scores_gemma":[0.9991836,0.0002375271,0.0003280141,0.00003434929,0.00004132455,0.0001751631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001502104,0.00002521512,0.9985718,0.000005087799,0.00001501161,0.00003207414,0.0002314466,0.000008494521,0.0001251627,0.000004825174,0.00001640328,0.0008143476],"study_design_scores_gemma":[0.000002602086,0.00008900034,0.9994324,0.00000141629,0.000004397074,0.0000705849,0.0003337187,0.00001829685,0.00001502874,0.000006105041,0.00002514043,0.000001258513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999782,0.0000619802,0.00001385542,0.00001297295,0.000001433855,0.000002191855,0.00003921906,3.642262e-7,0.00008607347],"genre_scores_gemma":[0.999779,0.00003306931,0.00002303429,0.000008257714,0.000003311149,0.000004176931,0.00006860818,2.679199e-7,0.00008025883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002468916,"threshold_uncertainty_score":0.006712317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006483161889179697,"score_gpt":0.2418151130705022,"score_spread":0.2353319511813225,"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."}}