{"id":"W2408393283","doi":"10.1177/070674370004501008","title":"Major Depression Prevalence in Calgary","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Psychiatry; Medicine; Psychology","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":[0.0003802771,0.0002704381,0.0002270687,0.001666138,0.0005393189,0.0005979141,0.0006845588,0.0003715701,0.001745945],"category_scores_gemma":[0.001487789,0.0002954226,0.0001900239,0.001800571,0.0002847016,0.000227424,0.000638812,0.0004759395,0.0003175963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004099768,"about_ca_system_score_gemma":0.001625716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.65065,"about_ca_topic_score_gemma":0.6751583,"domain_scores_codex":[0.999658,0.00005023106,0.00002620218,0.00006192968,0.0001028065,0.0001008272],"domain_scores_gemma":[0.9993441,0.00006594862,0.000225499,0.00001896055,0.0002028294,0.0001426131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004611082,0.00002351232,0.9898834,0.00004845446,0.00004639299,0.0002104296,0.0005705328,0.00007629786,0.0001924203,0.00002555229,0.001121632,0.007755213],"study_design_scores_gemma":[0.000003126018,0.00001433982,0.9994681,0.00001486038,0.000005259615,0.00004926058,0.0002083169,0.00002378384,0.000009118472,0.000003562997,0.0001988631,0.000001449348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940812,0.001432296,0.0001174653,0.0002684077,0.00001526142,0.00003727001,0.002271395,0.00001855125,0.001757963],"genre_scores_gemma":[0.9949561,0.001395276,0.0003557607,0.0001866774,0.00001621358,0.00003932731,0.002017038,0.000003970861,0.001029607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.34935,"threshold_uncertainty_score":0.7028147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667221139059913,"score_gpt":0.3134109227636207,"score_spread":0.2967387113730216,"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."}}