{"id":"W6923208120","doi":"10.1371/journal.pone.0306075.s002","title":"Case definition of overdose used in the British Columbia Provincial Overdose Cohort.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug overdose; Opioid overdose; Poison control; Occupational safety and health; Public 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":[0.0004504469,0.0003592863,0.0002950258,0.001662796,0.0032805,0.0007813817,0.001151286,0.0008055017,0.01703638],"category_scores_gemma":[0.002932035,0.0002746465,0.0003819415,0.002595576,0.0007236004,0.0004014322,0.001141927,0.00114913,0.001140037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008661018,"about_ca_system_score_gemma":0.01527611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9306449,"about_ca_topic_score_gemma":0.9575719,"domain_scores_codex":[0.9988795,0.00008949149,0.0000842565,0.0001113504,0.0004052506,0.0004301146],"domain_scores_gemma":[0.9985282,0.00008797544,0.0003130022,0.0001261076,0.0005909866,0.0003535383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002723261,0.0001179307,0.3975321,0.0003109636,0.0001039866,0.006024437,0.001620959,0.001056662,0.0007071258,0.006436781,0.5559837,0.02983299],"study_design_scores_gemma":[0.0001179073,0.00006376363,0.8864322,0.00127962,0.00009835047,0.01112989,0.004924449,0.001962753,0.0004991502,0.002045929,0.09134832,0.00009769629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2869524,0.006468561,0.004233511,0.01343982,0.001422538,0.004562389,0.2506782,0.0003964261,0.4318461],"genre_scores_gemma":[0.9205582,0.002541845,0.002732302,0.004341456,0.00009366782,0.0006969207,0.03819652,0.00009071621,0.0307482],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06935507,"threshold_uncertainty_score":0.139527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227310156287498,"score_gpt":0.2687339342163363,"score_spread":0.2364608326534614,"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."}}