{"id":"W2955535156","doi":"10.4103/jfmpc.jfmpc_256_19","title":"Mental health conditions and the risk of road traffic accidents","year":2019,"lang":"en","type":"article","venue":"Journal of Family Medicine and Primary Care","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychiatry; Schizophrenia (object-oriented programming); Mental health; Occupational safety and health; Injury prevention; Disease; Poison control; Psychomotor learning; Driving under the influence; Suicide prevention; Cognition; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003325398,0.0009125876,0.002096705,0.001980172,0.0007769087,0.002999068,0.002256523,0.008970236,0.007686629],"category_scores_gemma":[0.02116696,0.0005638919,0.001106323,0.001596889,0.0008287493,0.002224934,0.00127398,0.008339468,0.002313708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097651,"about_ca_system_score_gemma":0.001868155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004299339,"about_ca_topic_score_gemma":0.00525644,"domain_scores_codex":[0.9982747,0.0005748317,0.0003110851,0.0002730548,0.0004179338,0.0001484263],"domain_scores_gemma":[0.9853373,0.006969796,0.002066408,0.0001656174,0.004596545,0.0008644583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001601175,0.0000446002,0.003027298,0.005271157,0.0003273017,0.0003636427,0.0001692178,0.0000572227,0.00004912778,0.0004303208,0.9508715,0.03922858],"study_design_scores_gemma":[0.0003555574,0.0003018076,0.02891731,0.03582161,0.00176909,0.002723243,0.00111515,0.0008915924,0.000244026,0.0020276,0.9256364,0.0001966172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001599869,0.2352723,0.0001848459,0.4654994,0.2951808,0.00003964243,0.0009063998,0.00004908061,0.001267697],"genre_scores_gemma":[0.01924514,0.1516136,0.0003258248,0.1857181,0.6393929,0.0001111386,0.0005550943,0.000049396,0.002988865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008970236,"threshold_uncertainty_score":0.02571428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326673079775875,"score_gpt":0.3317896502646671,"score_spread":0.3085229194669084,"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."}}