{"id":"W7094557858","doi":"","title":"Coping strategies, depression, and anxiety among Ontario family\\n medicine residents","year":2005,"lang":"en","type":"article","venue":"PubMed Central","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Coping (psychology); Depression (economics); Mental health; Panic; Panic disorder; Prevalence; Confidence interval","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":[0.0003308144,0.0001427292,0.0001269679,0.0003950907,0.0007373081,0.0003342891,0.0003205436,0.0002254075,0.001505687],"category_scores_gemma":[0.00195366,0.0001759506,0.0001586855,0.0005777015,0.0003510122,0.0001872005,0.0003377577,0.0001732403,0.00008316031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763556,"about_ca_system_score_gemma":0.002842756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5489396,"about_ca_topic_score_gemma":0.7650331,"domain_scores_codex":[0.9997558,0.00003697579,0.00001194127,0.00002245751,0.00009102105,0.00008180314],"domain_scores_gemma":[0.9991524,0.00008298554,0.0003540961,0.00001508963,0.0001337122,0.0002616228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000404437,0.00005078116,0.9921339,0.0000233831,0.00001436054,0.00007814798,0.00156492,0.00001671215,0.0001282491,0.000008421344,0.000578515,0.005362174],"study_design_scores_gemma":[0.000003658758,0.00003316462,0.998702,0.0000124044,0.000003129949,0.00004125236,0.0008873634,0.00002637036,0.00001130826,0.000003107757,0.0002744475,0.000001802676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990258,0.0001992589,0.0000102266,0.0001416006,0.000002388064,0.000008823936,0.000119418,0.000001253818,0.0004911513],"genre_scores_gemma":[0.999071,0.0003033256,0.00005488833,0.00006362356,0.000004909632,0.00001719532,0.0001403123,4.376683e-7,0.0003442622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4510604,"threshold_uncertainty_score":0.9074336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062262242862079,"score_gpt":0.2483391451437811,"score_spread":0.2277165227151603,"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."}}