{"id":"W4283067087","doi":"10.1093/jat/bkac039","title":"Carfentanil Blood Concentrations in Impaired Driving Investigations in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Analytical Toxicology","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Population; Driving under the influence; Anesthesia; Poison control; Emergency medicine; Medical emergency; Injury prevention; Environmental health","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001532758,0.0002063401,0.0006833482,0.0005421441,0.0002942579,0.00001162872,0.0004180873,0.0002476797,0.007230037],"category_scores_gemma":[0.0005099455,0.0002151246,0.0001897456,0.0008938763,0.0003244598,0.0001272515,0.000145344,0.003005214,0.000003879472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996895,"about_ca_system_score_gemma":0.005560522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2491679,"about_ca_topic_score_gemma":0.9809213,"domain_scores_codex":[0.9962934,0.001244139,0.00126545,0.000264917,0.0003253593,0.0006067861],"domain_scores_gemma":[0.9979299,0.0009921173,0.0004402894,0.0001608417,0.0001118277,0.0003650537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002306762,0.001108312,0.9162511,0.00000581992,0.000425925,0.002427561,0.0008965858,0.05751066,0.002256944,0.006356476,0.01234843,0.000181571],"study_design_scores_gemma":[0.01339314,0.00230179,0.7712834,0.00003865338,0.00185689,0.002487862,0.005148524,0.03534453,0.002705715,0.00597583,0.1584789,0.0009848227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990181,0.0001696819,0.00001705351,0.005622467,0.00114039,0.0001649582,0.00001815157,0.000008332628,0.002677988],"genre_scores_gemma":[0.9949151,0.00001852016,0.0001525974,0.003592463,0.0000907561,0.00002154773,0.00001388342,0.0000126139,0.001182514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7317533,"threshold_uncertainty_score":0.9992949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0583758936594114,"score_gpt":0.3551573658457255,"score_spread":0.2967814721863141,"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."}}