{"id":"W4393164092","doi":"10.1007/s11469-024-01285-1","title":"Characteristics and Risk of Adverse Mental Health Events Amongst Users of the National Overdose Response Service (NORS) Telephone Hotline","year":2024,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Hotline; Mental health; Medicine; Odds; Psychiatry; Adverse effect; Public health; Medical emergency; Nursing; Internal medicine; Logistic regression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004106825,0.0001383515,0.0002011973,0.0008277257,0.0007260495,0.0009140775,0.0004160633,0.0003698134,0.003721497],"category_scores_gemma":[0.002872258,0.0001932113,0.0004936812,0.001146832,0.0002857835,0.0005851631,0.00063481,0.0007051626,0.0003432917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066148,"about_ca_system_score_gemma":0.0009383651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1900999,"about_ca_topic_score_gemma":0.3251074,"domain_scores_codex":[0.9995266,0.00009349338,0.00005793737,0.00008134062,0.0001047517,0.0001358596],"domain_scores_gemma":[0.9983436,0.00025558,0.0007723135,0.0000853155,0.0002148918,0.0003282958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003466536,0.00003125393,0.9980242,0.000008230448,0.00002129495,0.00003299971,0.0003408696,0.0000277767,0.00007286257,0.00002524844,0.0002905284,0.001090021],"study_design_scores_gemma":[0.000001170053,0.00002897995,0.9985148,0.00001045854,0.000006646073,0.00005846355,0.001013757,0.0001036403,0.00001405063,0.000009253815,0.000234579,0.000004056669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980567,0.00007247276,0.00003265367,0.00009344149,0.000004175959,0.00001225317,0.001135973,0.000003220214,0.0005890902],"genre_scores_gemma":[0.9987452,0.00008369262,0.00004286971,0.00005212461,0.000006749792,0.00000915818,0.0007023076,0.000002907427,0.0003548908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1900999,"threshold_uncertainty_score":0.3779868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799161164467846,"score_gpt":0.3650754367134061,"score_spread":0.3470838250687276,"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."}}