{"id":"W2133000739","doi":"10.1016/j.jflm.2012.12.003","title":"Estimation of blood alcohol concentration in deaths due to roadside accidents","year":2013,"lang":"en","type":"article","venue":"Journal of Forensic and Legal Medicine","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"College of New Caledonia; Mount Royal University","funders":"","keywords":"Medicine; Driving under the influence; Injury prevention; Poison control; Environmental health; Occupational safety and health; Medical emergency; Suicide prevention; Emergency medicine; Toxicology; Forensic engineering; Engineering; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003312123,0.0002928653,0.0002549301,0.001725554,0.000309693,0.00032403,0.0002714795,0.0003582753,0.0008476941],"category_scores_gemma":[0.001085757,0.0002378733,0.000297915,0.0006607676,0.0002222665,0.0002249163,0.0002308677,0.0003628588,0.000376519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003059542,"about_ca_system_score_gemma":0.0001806623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006199303,"about_ca_topic_score_gemma":0.005538163,"domain_scores_codex":[0.9997357,0.00008520996,0.00003385577,0.00004486187,0.00005983098,0.00004058138],"domain_scores_gemma":[0.9994461,0.0001730429,0.0001380479,0.00002741134,0.0001394006,0.00007599599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008493675,0.00006780653,0.9936538,0.00001212499,0.00003216515,0.00008763059,0.00008639724,0.00008668032,0.001800162,0.00001331597,0.00004532972,0.003265261],"study_design_scores_gemma":[0.000006833555,0.0006733692,0.996105,0.000004343133,0.00004238038,0.0002946757,0.00021536,0.0005439943,0.001871641,0.00002321668,0.0002138545,0.000005390908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984512,0.0002299092,0.0002449902,0.00001100743,0.000005232751,0.00001281743,0.0003102802,0.00001136411,0.0007232403],"genre_scores_gemma":[0.9985127,0.0001642883,0.0002837329,0.0000103516,0.000007148017,0.000009978722,0.0003397704,0.000002325034,0.0006696316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006199303,"threshold_uncertainty_score":0.01232642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884750079357163,"score_gpt":0.3564231092109287,"score_spread":0.317575608417357,"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."}}