{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001099983,0.0002575978,0.0008896846,0.0004441681,0.0001319906,0.000008542592,0.0001332883,0.0003328455,0.001924405],"category_scores_gemma":[0.0004729333,0.0002260114,0.0001298572,0.0003677774,0.000212646,0.0001718667,0.00003560131,0.0006269022,0.0002676862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882449,"about_ca_system_score_gemma":0.0008331201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00675826,"about_ca_topic_score_gemma":0.005838934,"domain_scores_codex":[0.9971482,0.0002494165,0.001078918,0.0004828628,0.0002218348,0.0008187986],"domain_scores_gemma":[0.9982427,0.0003874565,0.0002980119,0.0003228106,0.0003664827,0.0003824936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008336658,0.0005318389,0.9855175,0.0004158797,0.000120565,0.00006678722,0.002090463,0.000003756294,0.002347409,0.0001912653,0.002210371,0.006420785],"study_design_scores_gemma":[0.002317839,0.001127034,0.9929852,0.0002098591,0.00003046741,0.0000297265,0.001084766,0.00008787358,0.0001422423,0.0003541418,0.001449176,0.0001816069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564991,0.00008004627,0.00008672893,0.002628288,0.0002527616,0.002023896,0.00004085217,0.0001055862,0.03828273],"genre_scores_gemma":[0.9904121,0.00003142705,0.0001488373,0.000845184,0.0001343676,0.000349894,0.000106571,0.00003532167,0.007936346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03391294,"threshold_uncertainty_score":0.9998558,"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."}}