{"id":"W1981114614","doi":"10.1016/j.aap.2013.02.032","title":"The impact of subclinical sleep problems on self-reported driving patterns and perceived driving abilities in a cohort of active older drivers","year":2013,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; Ottawa Hospital; University Health Network; University of Ottawa; McGill University; University of Victoria; Toronto Rehabilitation Institute; University of Waterloo; University of Manitoba; Lakehead University; Baycrest Hospital","funders":"Canadian Institutes of Health Research","keywords":"Subclinical infection; Poison control; Human factors and ergonomics; Situational ethics; Injury prevention; Cohort; Occupational safety and health; Psychology; Sleep (system call); Cognition; Cohort study; Multilevel model; Suicide prevention; Perception; Clinical psychology; Developmental psychology; Medicine; Psychiatry; Environmental health; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007999116,0.0001997377,0.0005200802,0.0004094425,0.00007222852,0.00003705244,0.000189878,0.0001893335,0.001425623],"category_scores_gemma":[0.0001044946,0.0001467686,0.0005668859,0.000638271,0.00007443795,0.0002379325,0.00006393618,0.000280856,0.00001243397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148742,"about_ca_system_score_gemma":0.00002015135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006599673,"about_ca_topic_score_gemma":0.007816285,"domain_scores_codex":[0.9975324,0.000499214,0.0009701216,0.0004300395,0.0002857925,0.0002824915],"domain_scores_gemma":[0.9979151,0.0006246551,0.0007328129,0.0004977385,0.0001601952,0.00006947339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000247159,0.000367931,0.9785337,0.000001762829,0.007516928,0.000001624084,0.004093887,0.0006090056,0.000171908,0.00002847637,0.00001692574,0.008633141],"study_design_scores_gemma":[0.0007267313,0.0002045896,0.9938148,0.0001918352,0.001495856,8.342033e-7,0.002195832,0.0009943801,0.00004354574,0.0001949563,2.058776e-7,0.0001363916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984964,0.00004143317,0.0001319836,0.00003869541,0.00007468562,0.0008321465,3.603089e-7,0.00002690041,0.0003574038],"genre_scores_gemma":[0.9995627,0.0001238211,0.00002678223,0.000003742025,0.00001579669,0.0001092489,0.00003035422,0.00001590507,0.0001116358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01528115,"threshold_uncertainty_score":0.9994872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376307561184418,"score_gpt":0.3235016698674762,"score_spread":0.309738594255632,"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."}}