{"id":"W3104574139","doi":"10.11575/prism/38372","title":"Mortality in Individuals with Depression and Problematic Substance Use: A Canadian population-based study","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Substance use; Psychiatry; Psychology; Population; Clinical psychology; Medicine; Environmental health","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":[0.0008167906,0.0005850351,0.0006000186,0.002128675,0.003047819,0.001116108,0.001449793,0.0007558207,0.001668488],"category_scores_gemma":[0.001853363,0.0004425006,0.001363322,0.005496948,0.0005210946,0.0004629399,0.001028978,0.001140891,0.0002126362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01790542,"about_ca_system_score_gemma":0.01864682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886131,"about_ca_topic_score_gemma":0.9892603,"domain_scores_codex":[0.9990475,0.00005998604,0.00006103874,0.0001532285,0.0004339223,0.0002443133],"domain_scores_gemma":[0.998858,0.00004682713,0.0001981252,0.00005563082,0.0005449357,0.0002965694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007936652,0.00004616072,0.9946632,0.00006078548,0.0001181415,0.0001069064,0.000366168,0.00007499022,0.000112773,0.0001098492,0.001150509,0.003111123],"study_design_scores_gemma":[0.000008881888,0.00002001826,0.9986582,0.00002488921,0.00004734286,0.00007788162,0.0003151268,0.0001784329,0.00001579733,0.0000206514,0.0006210053,0.00001177966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844461,0.001859571,0.0002505085,0.0006055324,0.0000322486,0.0001751808,0.009368608,0.00001546782,0.003246745],"genre_scores_gemma":[0.9947004,0.0012959,0.0002935253,0.0001785766,0.00002121336,0.00005123287,0.00289897,0.00000442351,0.0005557153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01790542,"threshold_uncertainty_score":0.1299135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05557273725704825,"score_gpt":0.3431346801536508,"score_spread":0.2875619428966025,"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."}}