{"id":"W2769960842","doi":"10.1111/dar.12631","title":"Incidence and predictors of mental health disorder diagnoses among people who inject drugs in a Canadian setting","year":2017,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia; Impact; St. Paul's Hospital; McMaster University; British Columbia Centre on Substance Use","funders":"Canadian Institutes of Health Research; National Institute on Drug Abuse; Canada Research Chairs","keywords":"Medicine; Mental health; Incidence (geometry); Psychiatry; Cohort; Confidence interval; Cohort study; Alcohol use disorder; Hazard ratio; Substance abuse; Proportional hazards model; Demography; Internal medicine; Alcohol","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009908925,0.0001787563,0.0007343102,0.0001129218,0.0002530085,0.00003217759,0.0001376533,0.00004091395,0.00001986552],"category_scores_gemma":[0.000640946,0.0001485378,0.00004411905,0.00012752,0.000163916,0.0002037927,0.0001054375,0.0002011239,0.000003147783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007912995,"about_ca_system_score_gemma":0.0003603664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3185495,"about_ca_topic_score_gemma":0.4777669,"domain_scores_codex":[0.9985515,0.0001116353,0.0004332813,0.0003093672,0.0002128807,0.0003812774],"domain_scores_gemma":[0.9987423,0.0001077807,0.0002671997,0.000392398,0.00003593854,0.0004543179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003772461,0.00002315284,0.9315296,0.002853051,0.0000147123,0.000006706808,0.01273288,1.012058e-7,0.00000211272,0.00001234432,0.002211817,0.05060973],"study_design_scores_gemma":[0.0007024267,0.00007139519,0.972519,0.01672158,0.00004371767,0.00001857103,0.003576513,0.00005958437,0.000009403576,0.00001031847,0.006123266,0.0001441771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877739,0.1043221,1.946321e-7,0.006336492,0.00005483035,0.0008984574,0.00005172741,0.00001122228,0.0005511406],"genre_scores_gemma":[0.8293669,0.1696638,0.00002991017,0.0006774861,0.00003418893,0.0000345498,0.00002453097,0.00001647257,0.0001522464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1592175,"threshold_uncertainty_score":0.6859884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086368992207209,"score_gpt":0.3486573123888584,"score_spread":0.3277936224667863,"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."}}