{"id":"W4407690800","doi":"10.17269/s41997-024-00981-8","title":"Predictors of overdose response hotline use for mental health and fatal overdose prevention","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Hotline; Medicine; Demography; Harm reduction; Public health; Mental health; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001018209,0.0003297677,0.0003009387,0.0006739862,0.000524218,0.0008592972,0.0006081574,0.0004858474,0.005397538],"category_scores_gemma":[0.007986536,0.0002534085,0.001104882,0.0008374486,0.0002663146,0.0004732742,0.0007494047,0.001117571,0.0004232913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006815237,"about_ca_system_score_gemma":0.001754403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0659765,"about_ca_topic_score_gemma":0.06225451,"domain_scores_codex":[0.9992249,0.0002270728,0.00009648496,0.0001124069,0.000195637,0.0001435654],"domain_scores_gemma":[0.99381,0.001025117,0.003224281,0.0003329324,0.0007124802,0.0008951508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002145987,0.00001788336,0.9986895,0.000005765428,0.00002515163,0.00001298569,0.00002574968,0.00003808897,0.0000212718,0.00001088751,0.0001280123,0.001003406],"study_design_scores_gemma":[0.000002338745,0.00004840291,0.9986455,0.00002042421,0.00003872262,0.0001077947,0.0001681899,0.0007304921,0.00003435647,0.00001544611,0.0001844867,0.0000037614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969919,0.0004757704,0.0002032041,0.0003227598,0.00001546985,0.00002550908,0.001065885,0.00002701237,0.0008725373],"genre_scores_gemma":[0.9988924,0.0001717942,0.0001806073,0.00002082036,0.00001550033,0.000008920366,0.0004707073,0.000005950576,0.0002334093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0659765,"threshold_uncertainty_score":0.1311849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062337923065527,"score_gpt":0.3397485840353291,"score_spread":0.2991252048046739,"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."}}