{"id":"W4385347502","doi":"10.1186/s13011-023-00553-y","title":"The absence of data on driving under the influence of alcohol in road traffic studies: a scoping review of non-randomized studies with vote counting based on the direction of effects of alcohol policies","year":2023,"lang":"en","type":"review","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Centre Jeunesse de Quebec; Montreal Police Service; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada","keywords":"PsycINFO; Poison control; CINAHL; Injury prevention; Human factors and ergonomics; Data extraction; Protocol (science); Health psychology; Driving under the influence; Environmental health; Suicide prevention; Medicine; Missing data; Psychology; MEDLINE; Public health; Psychological intervention; Computer science; Psychiatry; Political science; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810202,0.0005318632,0.003585533,0.0003596094,0.0001315932,0.000007487144,0.0003318382,0.00008963133,9.26582e-7],"category_scores_gemma":[0.0009514093,0.0002207628,0.0005007848,0.001406221,0.0009384606,0.0001258702,0.00003573177,0.0001670286,5.439919e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174729,"about_ca_system_score_gemma":0.0003958184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001394507,"about_ca_topic_score_gemma":0.00182651,"domain_scores_codex":[0.9962758,0.0007778908,0.001661295,0.0004214922,0.0005794687,0.0002839972],"domain_scores_gemma":[0.9859548,0.01007464,0.002463251,0.00120027,0.0002742722,0.00003281387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01005619,0.002618811,0.003524161,0.6811522,0.02649615,0.00003315311,0.0410969,0.001790502,0.0001027183,0.001428453,0.0000859128,0.2316149],"study_design_scores_gemma":[0.01861213,0.0007224027,0.001020415,0.9727235,0.004066214,0.000003282739,0.002197173,0.00005414143,0.0003109681,0.00003685232,0.00005278085,0.0002001533],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2915822,0.7031769,0.000002518973,0.000152039,0.00003961342,0.005005364,0.00001059093,0.0000137073,0.00001712193],"genre_scores_gemma":[0.1159351,0.8832306,0.00002755006,0.00005212222,0.00002978531,0.0005600978,0.0000200465,0.00003607553,0.0001086672],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2915713,"threshold_uncertainty_score":0.9002446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141656970953674,"score_gpt":0.4415880165513876,"score_spread":0.3274223194560203,"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."}}