{"id":"W2107413374","doi":"10.1378/chest.130.3.902","title":"Sleep Apnea and Commercial Motor Vehicle Operators","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Sleep apnea; Commercial vehicle; Sleep (system call); Apnea; Physical medicine and rehabilitation; Automotive engineering; Anesthesia; Engineering; 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":[0.0003814404,0.000286425,0.0002797614,0.001052198,0.001118926,0.001127996,0.0003848754,0.001504282,0.006517387],"category_scores_gemma":[0.002159025,0.0003165905,0.0005830453,0.001059371,0.0004524481,0.001106947,0.0006213579,0.001504879,0.0004759373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004517438,"about_ca_system_score_gemma":0.0007513805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01893167,"about_ca_topic_score_gemma":0.02394906,"domain_scores_codex":[0.9997082,0.00005127402,0.00003094005,0.00003955074,0.00004824655,0.0001216055],"domain_scores_gemma":[0.998136,0.0004868438,0.0004538796,0.0000700087,0.0001572832,0.0006958731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003271218,0.000211501,0.9965252,0.000008260194,0.00003506077,0.0009637052,0.0003819364,0.00002877485,0.0001219346,0.00007935457,0.00016907,0.001148085],"study_design_scores_gemma":[0.0000102608,0.0003200522,0.9954721,0.000008383117,0.00002661082,0.001052394,0.002576939,0.0001445584,0.00002627344,0.00007006952,0.0002842071,0.000008224572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982084,0.0002010248,0.00001214042,0.0001380561,0.00001925412,0.000004018174,0.0001211896,0.000001329583,0.001294681],"genre_scores_gemma":[0.998511,0.0002407881,0.00001601564,0.00007061438,0.00006462579,0.000004913272,0.000197198,0.000001531949,0.0008933853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893167,"threshold_uncertainty_score":0.0376429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697877601164245,"score_gpt":0.2824907361807382,"score_spread":0.2655119601690958,"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."}}