{"id":"W248326425","doi":"10.17816/humeco17295","title":"STATE OF COGNITIVE FUNCTIONS IN ABLE-BODIED MEN DRIVING MOTOR TRANSPORT","year":2013,"lang":"en","type":"article","venue":"Ekologiya Cheloveka (Human Ecology)","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Verbal fluency test; Psychology; Audiology; Medicine; Cognitive impairment; Psychiatry; Neuropsychology","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":[0.0002866783,0.0003759543,0.0003320365,0.0009371771,0.000641665,0.0004973472,0.0001943508,0.0004288864,0.001438819],"category_scores_gemma":[0.001656635,0.0002872838,0.0002716235,0.0004542341,0.0003746893,0.0003139676,0.0003996068,0.0003486671,0.0003847007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507874,"about_ca_system_score_gemma":0.0001972112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007826057,"about_ca_topic_score_gemma":0.006320279,"domain_scores_codex":[0.9997951,0.00003764282,0.00002326739,0.0000406171,0.0000473836,0.00005597152],"domain_scores_gemma":[0.999422,0.0001018152,0.0001488377,0.00003421714,0.0001125145,0.0001807642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000253067,0.0002165334,0.993869,0.00002137903,0.00006238356,0.0003331389,0.000729599,0.00008945104,0.0006884049,0.00002447572,0.0000914749,0.003621075],"study_design_scores_gemma":[0.000008256004,0.0003975602,0.9985296,0.000003224088,0.00001791429,0.0003421744,0.0003522178,0.00007528222,0.00008400204,0.00001822408,0.0001670257,0.000004505815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993699,0.0001647369,0.00002980033,0.000009672963,0.00000435918,0.000005239764,0.00007801209,0.000001730383,0.0003365923],"genre_scores_gemma":[0.9995335,0.00006793848,0.00003624502,0.00001583746,0.00000700615,0.000004973299,0.0001080768,4.656838e-7,0.000225881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007826057,"threshold_uncertainty_score":0.01556104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605813048608584,"score_gpt":0.3082395281823975,"score_spread":0.2821813976963117,"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."}}