{"id":"W2412612434","doi":"","title":"The duration of major depressive episodes in the Canadian general population.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Population health; Duration (music); Health economics; Incidence (geometry); Population; Depression (economics); Demography; Epidemiology; Public health; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003076131,0.00005122731,0.00007682992,0.000168978,0.0003176816,0.0002002514,0.0003901296,0.00003910301,0.00000931291],"category_scores_gemma":[0.001210682,0.00002566542,0.0000434895,0.0006531288,0.00004733569,0.0001577696,0.0000106578,0.00006500434,0.000005462413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002893711,"about_ca_system_score_gemma":0.00002823501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1144856,"about_ca_topic_score_gemma":0.6720026,"domain_scores_codex":[0.9984203,0.0002199743,0.000411316,0.000144369,0.0005900788,0.0002139759],"domain_scores_gemma":[0.9988993,0.0004697529,0.0001588528,0.0002867651,0.000133464,0.0000518255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002231523,0.00001689164,0.5861935,8.369497e-7,0.000007859689,0.000004408917,0.0006722233,0.004323209,0.000006072841,0.01503484,0.001347716,0.3923701],"study_design_scores_gemma":[0.000109121,0.000002443044,0.9523237,9.75395e-7,0.000003923163,0.00000355074,0.0003392198,0.008458191,0.000007179869,0.03728125,0.001436314,0.00003414134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988813,0.0001896711,0.0004090122,0.005228574,0.0001627813,0.0003271371,0.000004526592,0.000005964836,0.004859316],"genre_scores_gemma":[0.9989985,0.00003332155,0.00005646134,0.0002080933,0.00004289124,0.0002397245,0.00000645103,0.000002951516,0.0004116002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5575169,"threshold_uncertainty_score":0.8914111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09231075502416027,"score_gpt":0.3180529718005579,"score_spread":0.2257422167763977,"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."}}