{"id":"W2890447281","doi":"10.1027/0227-5910/a000545","title":"Over-the-Counter Drugs and Other Substances Used in Attempted Suicide Presented to Emergency Departments in Montreal, Canada","year":2018,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; Université de Montréal; McGill University Health Centre; Institut National de Santé Publique du Québec; McGill University","funders":"","keywords":"Medicine; Medical prescription; Psychiatry; Over-the-counter; Drug overdose; Suicide prevention; Drug; Poison control; Suicide methods; Acetaminophen; Injury prevention; Comorbidity; Logistic regression; Prescription Drug Misuse; Emergency medicine; Opioid; Pharmacology; Internal medicine; Opioid use disorder","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001525858,0.0001591996,0.0002242326,0.0001072365,0.0000777582,0.00001336309,0.0001683039,0.00004824963,0.001162102],"category_scores_gemma":[0.00002486886,0.0001238912,0.00002523768,0.0003532844,0.00004282157,0.00004894801,0.00005033242,0.00008221902,0.00005726202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007363741,"about_ca_system_score_gemma":0.00002038484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8897078,"about_ca_topic_score_gemma":0.9946224,"domain_scores_codex":[0.9986926,0.0001106071,0.0003023582,0.0003339755,0.0001775756,0.0003828238],"domain_scores_gemma":[0.9994637,0.00008897234,0.00005353038,0.0002894931,0.00003988357,0.0000644524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009967785,0.00004207164,0.8226348,0.000003864442,0.0000675798,0.00001734508,0.009887945,4.754311e-7,0.00003574071,0.00001272102,0.1670351,0.0001626606],"study_design_scores_gemma":[0.0007817109,0.00003992557,0.9762052,0.000005376681,0.00001587589,8.498127e-7,0.009053656,0.00001285489,0.0001131869,0.00009344711,0.01352901,0.0001489593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920591,0.001323397,0.000002614416,0.001713935,0.0004999292,0.0003103013,0.00003474112,0.00001497674,0.004040978],"genre_scores_gemma":[0.9968718,0.00004411236,0.000004505942,0.001979248,0.00008071068,0.0001053696,0.000002667914,0.00001801214,0.0008935233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1535704,"threshold_uncertainty_score":0.999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755471168561534,"score_gpt":0.3272224622587034,"score_spread":0.299667750573088,"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."}}