{"id":"W144263349","doi":"10.1177/070674371105600806","title":"Postdischarge Care for Depression in Ontario","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network; McMaster University; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Depression (economics); Emergency department; Emergency medicine; Family medicine; Health care; Ambulatory care; Quarter (Canadian coin); MEDLINE; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002958536,0.0001891876,0.0002517747,0.0005545166,0.002517125,0.0008716335,0.0007522302,0.0002907219,0.002641674],"category_scores_gemma":[0.001622601,0.0003196903,0.0003891837,0.00201933,0.0003979689,0.0002906603,0.000990532,0.0003712626,0.0001915434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03486016,"about_ca_system_score_gemma":0.03840134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861703,"about_ca_topic_score_gemma":0.9956017,"domain_scores_codex":[0.99925,0.00005033805,0.00005930033,0.00006759302,0.0002576702,0.0003151092],"domain_scores_gemma":[0.9977778,0.0000903093,0.0006689724,0.00004271507,0.0006963793,0.0007238672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001358501,0.00007198532,0.9818261,0.0001325538,0.00005085084,0.0003395448,0.002300633,0.0001523631,0.0003217696,0.0001470427,0.003487775,0.01103371],"study_design_scores_gemma":[0.00001516723,0.00003259328,0.9967574,0.00003643968,0.00001024921,0.00004812796,0.0008279721,0.000102408,0.00002628016,0.0000160153,0.002123555,0.000003716164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873177,0.0007499352,0.0000903955,0.001133903,0.0000243039,0.000123714,0.003649649,0.00001378458,0.006896579],"genre_scores_gemma":[0.9939908,0.0007574784,0.0002129002,0.0003415059,0.00001690571,0.00006568349,0.001616919,0.000004647989,0.002993176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03486016,"threshold_uncertainty_score":0.2529294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0452128498462803,"score_gpt":0.3161537888497745,"score_spread":0.2709409390034942,"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."}}