{"id":"W4320737538","doi":"10.9778/cmajo.20220089","title":"The impact of poisoning in British Columbia: a cost analysis","year":2023,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Indirect costs; Environmental health; Public health; Activity-based costing; Attendance; Emergency department; Medical emergency; Total cost; Emergency medicine; Economic cost; Health care; Occupational safety and health; Demography; Psychiatry; Business; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003192428,0.00004938176,0.0002993866,0.00006282528,0.00009764556,0.0001899435,0.0001728874,0.00003512972,0.0001369438],"category_scores_gemma":[0.0001849387,0.00004804751,0.0001438671,0.001373391,0.00003544734,0.00006164759,0.0001211123,0.00007981495,0.00003777186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124861,"about_ca_system_score_gemma":0.0001093146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3850544,"about_ca_topic_score_gemma":0.2355085,"domain_scores_codex":[0.9993123,0.00003835843,0.0001779619,0.0001428902,0.0001167004,0.0002118301],"domain_scores_gemma":[0.9994775,0.0001190973,0.0000594275,0.000245453,0.00003399763,0.00006451875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002539731,0.00005226705,0.9796201,0.000003604932,0.0005905041,0.0001079122,0.00016395,0.00008246565,0.00004113608,0.000001147594,0.005908169,0.01340336],"study_design_scores_gemma":[0.001292199,0.0001076902,0.9967256,0.0001103139,0.0001837313,0.00001143887,0.000295677,0.0009752048,0.00001891556,0.00003434171,0.0001989633,0.00004588285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952288,0.0001195064,0.00000289673,0.0001028917,0.00002317153,0.0004199508,0.00002554084,0.00002154867,0.00405564],"genre_scores_gemma":[0.9923163,0.00009372889,0.00003589899,0.00002315206,0.00001161197,0.00004326939,0.00005266547,0.000009741902,0.007413632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1495459,"threshold_uncertainty_score":0.7784415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143249206283994,"score_gpt":0.3641836462797281,"score_spread":0.3327511542168882,"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."}}