{"id":"W2052394107","doi":"10.5539/gjhs.v7n7p39","title":"Driving Behaviors in Iran: A Descriptive Study Among Drivers of Mashhad City in 2014","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Traffic and Road Safety","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Injury prevention; Human factors and ergonomics; Driving under the influence; Occupational safety and health; Descriptive statistics; Poison control; Suicide prevention; Medicine; Addiction; Psychology; Psychiatry; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004643846,0.0002829525,0.0004020197,0.001209835,0.001004064,0.0006013173,0.0003839565,0.0004147885,0.0009558247],"category_scores_gemma":[0.0006102567,0.000471791,0.0004451995,0.001115431,0.0002904891,0.0006039131,0.0003955965,0.0004261743,0.000206967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008984156,"about_ca_system_score_gemma":0.0008857986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835328,"about_ca_topic_score_gemma":0.03455817,"domain_scores_codex":[0.9997302,0.00002790712,0.00003854861,0.00004305468,0.00008469536,0.0000755866],"domain_scores_gemma":[0.999629,0.00004182082,0.0001303508,0.00001587797,0.0001140278,0.00006888613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002823838,0.0001399489,0.9963714,0.0000352835,0.00002100728,0.0001717331,0.001332342,0.00001859615,0.0001286464,0.00001740519,0.0001896899,0.001545684],"study_design_scores_gemma":[0.0000043452,0.0001793067,0.9936826,0.0000159855,0.00002011399,0.0003845337,0.005087307,0.00007492879,0.00005329675,0.00001371949,0.0004767681,0.000007067055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993298,0.0001463789,0.00002624699,0.00003820808,0.000005189615,0.00002306913,0.0002293605,0.000001669062,0.0001999766],"genre_scores_gemma":[0.9987311,0.0003258867,0.0001048133,0.00008146197,0.00001284902,0.00004599429,0.0004078274,0.000001440837,0.0002886233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01835328,"threshold_uncertainty_score":0.03649288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285275711186425,"score_gpt":0.3012357183166479,"score_spread":0.2683829612047837,"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."}}