{"id":"W4399391743","doi":"10.21203/rs.3.rs-4442577/v1","title":"Hidden suicides. Comparing drug death rates in Canada and Australia","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Drug; Criminology; Demography; Medicine; Geography; Psychiatry; Psychology; Sociology","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":[0.001007445,0.0003071202,0.0003659668,0.001940444,0.001105502,0.001156829,0.0007651618,0.0005738066,0.004282322],"category_scores_gemma":[0.007164593,0.0003377357,0.0008359434,0.003065344,0.0005509029,0.0006953345,0.001311257,0.0009324694,0.0003527815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01314589,"about_ca_system_score_gemma":0.01748601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889756,"about_ca_topic_score_gemma":0.9907481,"domain_scores_codex":[0.9988788,0.0002137823,0.00009961028,0.0001193628,0.0003664973,0.0003218481],"domain_scores_gemma":[0.9949168,0.0006640958,0.001198489,0.0001668391,0.001951929,0.001101781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004543309,0.00007435923,0.9820458,0.00007888317,0.0001584259,0.00009773646,0.0008777076,0.0004237882,0.00008230362,0.0005477445,0.003630923,0.011528],"study_design_scores_gemma":[0.0000158699,0.00002885881,0.9977189,0.00001912898,0.00002952695,0.00003462552,0.001059243,0.0004346983,0.00003135658,0.00003610597,0.0005844757,0.00000720305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826941,0.00142988,0.0001152936,0.0007918878,0.00003909968,0.00005162535,0.009712609,0.00002567361,0.005139747],"genre_scores_gemma":[0.9920349,0.0004813221,0.000160343,0.00009040162,0.0000124835,0.00001459318,0.003208603,0.00001370341,0.003983537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01314589,"threshold_uncertainty_score":0.0953806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090944754994367,"score_gpt":0.4229682369286379,"score_spread":0.3138737614292011,"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."}}