{"id":"W2189091852","doi":"","title":"Coping strategies, depression, and anxiety among Ontario family medicine residents.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Research Institute; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Anxiety; Medicine; Coping (psychology); Depression (economics); Psychiatry; Odds ratio; Panic disorder; Mental health; Family medicine; Confidence interval; Prevalence; Clinical psychology; Epidemiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003324908,0.0001786951,0.0001234852,0.0004048817,0.0007486848,0.0003131907,0.0002996252,0.000261083,0.001565281],"category_scores_gemma":[0.001799441,0.0001811398,0.0001838035,0.0005344394,0.0003473286,0.0002148523,0.0003466851,0.0001858991,0.0001053614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002982631,"about_ca_system_score_gemma":0.002616199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5562888,"about_ca_topic_score_gemma":0.7616965,"domain_scores_codex":[0.9997832,0.00003013745,0.00001142004,0.00002073441,0.00009057362,0.00006391451],"domain_scores_gemma":[0.9990281,0.00007620467,0.0004597159,0.0000162845,0.0001478062,0.0002719343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004284526,0.00005627833,0.9909065,0.00003555779,0.00001718017,0.00008452133,0.001238211,0.00001541072,0.0001290927,0.00000829065,0.000632396,0.00683373],"study_design_scores_gemma":[0.000003629232,0.00003049836,0.9990163,0.00001089898,0.000003943483,0.00005383468,0.0005745726,0.00002062471,0.00000906646,0.000003416887,0.0002715532,0.000001660478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998156,0.0005476996,0.00001619808,0.0002759084,0.000004027923,0.00001671532,0.0002562179,0.000001799306,0.0007254792],"genre_scores_gemma":[0.9985654,0.0005089723,0.00007543578,0.00009444537,0.000006359151,0.00002467637,0.0002250104,4.585851e-7,0.0004993569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4437112,"threshold_uncertainty_score":0.8926485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0752792362079692,"score_gpt":0.3761194440335314,"score_spread":0.3008402078255622,"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."}}