{"id":"W2995366725","doi":"10.1016/j.sleep.2019.11.900","title":"Dangerous driving risk in drivers with obstructive sleep apnea who experience fatigue","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Jewish General Hospital","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Sleep (system call); Medical emergency; Psychology; Physical medicine and rehabilitation; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001477304,0.0002188837,0.0002519846,0.0007399088,0.0006039373,0.0007506104,0.0002108376,0.000653226,0.002854971],"category_scores_gemma":[0.002278666,0.0001710992,0.0004541854,0.0004851574,0.0001624795,0.0005876099,0.0003975398,0.0005934773,0.0002498921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181156,"about_ca_system_score_gemma":0.0003716881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005835583,"about_ca_topic_score_gemma":0.009988091,"domain_scores_codex":[0.9998186,0.000025643,0.00002476178,0.00002187142,0.00004390828,0.00006525454],"domain_scores_gemma":[0.9991406,0.0001560434,0.0003423399,0.00001971947,0.0001228905,0.000218325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003805666,0.00003926976,0.9978967,0.000007250348,0.00001994368,0.0003301191,0.00009883703,0.00001945348,0.00004480272,0.00001457011,0.0001043152,0.001386702],"study_design_scores_gemma":[0.000004359796,0.0001111272,0.9958346,0.00002375992,0.00003891837,0.00178863,0.001494394,0.000226338,0.00002631644,0.00009003652,0.0003541212,0.0000074749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980564,0.0003116759,0.00004182063,0.0001482742,0.00002321808,0.000008876578,0.0001152902,0.000002381862,0.00129206],"genre_scores_gemma":[0.9994136,0.000150654,0.00003497808,0.00004833534,0.0000246052,0.00000432181,0.0001014956,8.984977e-7,0.0002211682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005835583,"threshold_uncertainty_score":0.01160324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094561160190935,"score_gpt":0.250347815919793,"score_spread":0.2394022043178836,"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."}}