{"id":"W2990063174","doi":"10.1111/add.14891","title":"Cannabis, crashes and blood: challenges for observational research","year":2019,"lang":"en","type":"letter","venue":"Addiction","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cannabis; Blood alcohol; Medicine; Anesthesia; Tetrahydrocannabinol; Poison control; Cannabinoid; Injury prevention; Toxicology; Emergency medicine; Internal medicine; Psychiatry; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009387658,0.000236549,0.0004119187,0.0004535653,0.0002155428,0.0000698096,0.0001257617,0.0008621654,0.0002274724],"category_scores_gemma":[0.0004222895,0.0002119494,0.0001458641,0.0001915034,0.0001915378,0.0000958832,0.00008422108,0.001850905,0.00004267314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632165,"about_ca_system_score_gemma":0.0006147512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002613992,"about_ca_topic_score_gemma":0.00004388729,"domain_scores_codex":[0.9972094,0.0001232713,0.0002841515,0.0006686039,0.001092209,0.0006223803],"domain_scores_gemma":[0.998205,0.0001268297,0.00007592516,0.0004598657,0.001033105,0.00009926666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009683513,0.0000472962,0.0002668362,0.001018845,0.000183313,0.00004040531,0.00009179267,3.157865e-7,0.0003194626,0.0001426315,0.9891939,0.008598356],"study_design_scores_gemma":[0.001040033,0.0008697041,0.01765392,0.0002419501,0.0001542325,0.00009425006,0.00005137129,0.00006270287,0.0001789108,0.000245808,0.9792215,0.0001856295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005267693,0.009529592,0.000008068771,0.9803228,0.0004617681,0.001687499,0.000226738,0.00005979238,0.002436036],"genre_scores_gemma":[0.002505971,0.01250139,0.0002952985,0.3497583,0.02512801,0.002881884,0.005275802,0.0002995317,0.6013539],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6305646,"threshold_uncertainty_score":0.8643045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1471775067354595,"score_gpt":0.3747152110182814,"score_spread":0.2275377042828219,"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."}}