{"id":"W6964604514","doi":"10.26180/18226577","title":"Characterising opioid overdose and mortality in cohorts of people who use drugs","year":2022,"lang":"en","type":"dissertation","venue":"Monash University","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid overdose; Drug overdose; Opioid; Suicide prevention; Injury prevention; Poison control; Human factors and ergonomics; Occupational safety and health","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":[0.001492216,0.0001497022,0.0003299007,0.0009823008,0.0009515316,0.001426687,0.0003377089,0.000476329,0.00288942],"category_scores_gemma":[0.006355486,0.0001570983,0.0007885627,0.001138906,0.0002300417,0.0006341545,0.001305137,0.001285874,0.0005141123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009351398,"about_ca_system_score_gemma":0.002829233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05806642,"about_ca_topic_score_gemma":0.1034735,"domain_scores_codex":[0.9994501,0.0001318482,0.00004022875,0.00007082215,0.0001680315,0.0001389078],"domain_scores_gemma":[0.9984181,0.0002860576,0.0004024856,0.00009999024,0.0004173956,0.0003759626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005007408,0.00005623101,0.9773,0.00004900881,0.00007006322,0.00003130255,0.001434252,0.00007796568,0.00008616699,0.0002151607,0.001394732,0.01923496],"study_design_scores_gemma":[0.000002382604,0.00007404426,0.9955322,0.0001197484,0.00003990729,0.00006074107,0.001597774,0.0001349385,0.0000493731,0.0002621714,0.002120062,0.000006720575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867214,0.002671617,0.0006185615,0.00308648,0.00007839521,0.00006659892,0.001968046,0.000008431229,0.004780571],"genre_scores_gemma":[0.9870602,0.004832606,0.00124226,0.0005820697,0.0001008665,0.00008597951,0.001936681,0.0000101938,0.004149309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05806642,"threshold_uncertainty_score":0.1154569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006875721144013269,"score_gpt":0.2142165966039981,"score_spread":0.2073408754599848,"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."}}