{"id":"W6886048931","doi":"10.14288/1.0392346","title":"Epidemiology of drug driving: protocol from a national Canadian study measuring levels of cannabis, alcohol and other substances in injured drivers","year":2020,"lang":"en","type":"article","venue":"Open Collections","topic":"Chemical and Physical Properties of Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug; Cannabis; Waiver; Protocol (science); Human factors and ergonomics; Poison control; Occupational safety and health; Injury prevention","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004127359,0.00008014757,0.0003224869,0.00003041439,0.0001779494,0.00003450514,0.0002579522,0.00003120962,0.0009056906],"category_scores_gemma":[0.0004614728,0.00006846813,0.00002055457,0.0002586585,0.00009955962,0.0001169448,0.0001080581,0.00005335508,0.000002153186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006916316,"about_ca_system_score_gemma":0.0002499096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5769917,"about_ca_topic_score_gemma":0.4120321,"domain_scores_codex":[0.9989495,0.0002116875,0.0003566856,0.0002293547,0.0001159687,0.0001367658],"domain_scores_gemma":[0.9994764,0.0001251908,0.0001249744,0.00007705503,0.0000864275,0.0001100038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005693106,0.000512911,0.1327719,0.00008974214,0.00008261137,0.000002240525,0.006196951,0.0003027176,0.8287815,0.0002329233,0.03033976,0.000117396],"study_design_scores_gemma":[0.005765127,0.000562509,0.125053,0.0002504222,0.00004569294,0.000001203062,0.002704226,0.0004985781,0.8361245,0.0159336,0.01242801,0.0006331337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786574,0.000007688614,0.00000305852,0.00061613,0.00004815403,0.01317628,0.0003952695,0.00000805254,0.007087955],"genre_scores_gemma":[0.9941702,1.579004e-7,0.0002773171,0.0001442786,0.00003140683,0.004891913,0.000001117729,0.000006317888,0.0004772525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1649596,"threshold_uncertainty_score":0.9916677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12464791210398,"score_gpt":0.3295764302213347,"score_spread":0.2049285181173547,"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."}}