{"id":"W299827616","doi":"10.1177/070674370905400806","title":"Course, Diagnosis, and Treatment of Depressive Symptomatology in Workers following a Workplace Injury: A Prospective Cohort Study","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Institute for Work & Health; University of Toronto; University Health Network; Seneca Polytechnic; University of British Columbia","funders":"","keywords":"Medicine; Depression (economics); Prospective cohort study; Incidence (geometry); Cohort; Center for Epidemiologic Studies Depression Scale; Cohort study; Depressive symptoms; Physical therapy; Mental health; Persistence (discontinuity); Psychiatry; Anxiety; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001260241,0.0003739032,0.0003670746,0.0006998673,0.0007415211,0.0007383301,0.0006176791,0.0006689752,0.0009288024],"category_scores_gemma":[0.002033042,0.000660073,0.0006973047,0.0007534784,0.0002496054,0.0005856937,0.0005955018,0.000987487,0.0003254464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959424,"about_ca_system_score_gemma":0.0004620566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01762501,"about_ca_topic_score_gemma":0.0198803,"domain_scores_codex":[0.9993799,0.0001454669,0.00006472621,0.0001521122,0.0001218631,0.000136012],"domain_scores_gemma":[0.9985873,0.0001304927,0.0006043307,0.000164357,0.0002135369,0.0002999542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000968313,0.0001093522,0.9990946,0.000003802961,0.00005732635,0.00004997009,0.00007611314,0.00001387077,0.00008515314,0.000003414549,0.00005423684,0.0003554589],"study_design_scores_gemma":[0.00001051084,0.0001624306,0.9993606,0.000006097016,0.00002286554,0.0001307641,0.0001692701,0.00005900384,0.00001778569,0.000004315703,0.00005280562,0.000003625131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991887,0.0001095114,0.00006953595,0.00002094584,0.000005102759,0.00002271251,0.0005029825,0.000001748113,0.00007857401],"genre_scores_gemma":[0.9987358,0.0001566601,0.0001280156,0.00002977989,0.000008871387,0.00002835099,0.0007224017,0.000001815877,0.0001882248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762501,"threshold_uncertainty_score":0.03504485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00620941399334905,"score_gpt":0.2849215383094828,"score_spread":0.2787121243161337,"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."}}