{"id":"W4378193750","doi":"10.1093/clinchem/hvad054","title":"Driving Under the Influence of Cannabis: Impact of Combining Toxicology Testing with Field Sobriety Tests","year":2023,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Medicinal Cannabis Research, University of California, San Diego; University of California, San Diego; National Institutes of Health; Canadian Nuclear Safety Commission; American Association for Clinical Chemistry","keywords":"Cannabis; Placebo; Medicine; Dronabinol; Sobriety; Delta-9-tetrahydrocannabinol; Poison control; Randomized controlled trial; Craving; Anesthesia; Psychology; Addiction; Internal medicine; Psychiatry; Emergency medicine; Cannabinoid","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008324955,0.0001210888,0.0004169633,0.00002358689,0.00005817697,0.000008390916,0.0002125299,0.0001823686,0.00007407535],"category_scores_gemma":[0.004696548,0.00007332079,0.0001839043,0.0005863626,0.0005087868,0.00002672016,0.0001615772,0.0006147521,0.000002934775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004174801,"about_ca_system_score_gemma":0.0008655004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001421125,"about_ca_topic_score_gemma":0.00001147751,"domain_scores_codex":[0.9985396,0.00004093916,0.0005594377,0.00024529,0.000295348,0.0003193708],"domain_scores_gemma":[0.9980921,0.000676267,0.0002176271,0.0004572979,0.0003809249,0.0001757845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001606478,0.0001476179,0.8967639,0.0002864776,0.0001215423,0.00002934495,0.00006399879,0.0007660978,0.08575213,0.000007603175,0.01475757,0.001143077],"study_design_scores_gemma":[0.0009502082,0.001022122,0.973513,0.0003375538,0.00005143752,0.00005237147,0.0003260343,0.0004086529,0.02299657,0.00006783607,0.0001790673,0.00009516406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935992,0.00002959176,0.00000335546,0.00508472,0.00002093418,0.0001459566,0.000004630561,0.00003930338,0.001072285],"genre_scores_gemma":[0.9978165,0.00001419543,0.00004051544,0.0002141133,0.00009819073,0.00001879879,0.000005185803,0.00001725493,0.001775217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07674909,"threshold_uncertainty_score":0.5622546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05109893385240255,"score_gpt":0.4107429421266859,"score_spread":0.3596440082742833,"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."}}