{"id":"W2328699744","doi":"10.5664/jcsm.4590","title":"Commercial Drivers with Sleep Apnea: It’s Still Hit or Miss","year":2015,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Medicine; Sleep apnea; Sleep (system call); Obstructive sleep apnea; Apnea; Sleep apnea syndromes; Polysomnography; Medical emergency; Anesthesia","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":[0.000823638,0.0006907277,0.0007683061,0.0008657665,0.004958508,0.003421878,0.001000689,0.03096459,0.008500276],"category_scores_gemma":[0.01519337,0.0005802194,0.001009854,0.0007097597,0.001720472,0.003475665,0.001135412,0.01917463,0.003614339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003121401,"about_ca_system_score_gemma":0.002750302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007926541,"about_ca_topic_score_gemma":0.01265987,"domain_scores_codex":[0.9986486,0.0002820533,0.0002475902,0.0002015291,0.0002801778,0.0003401436],"domain_scores_gemma":[0.9966764,0.001003391,0.0005174158,0.00009940658,0.0005979781,0.001105385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001136919,0.0001463341,0.02404975,0.0001394758,0.00008686528,0.1568349,0.001620793,0.000150537,0.000408932,0.002935094,0.7934181,0.02009557],"study_design_scores_gemma":[0.000245992,0.0004410805,0.0283466,0.002491473,0.000251986,0.3267669,0.0192345,0.001996624,0.0005596523,0.01842507,0.6009266,0.0003135675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006310467,0.001590757,0.0001002751,0.9663371,0.01632494,0.000018486,0.00006965609,0.00002832741,0.009219976],"genre_scores_gemma":[0.08537048,0.003782713,0.0003369036,0.832283,0.05800176,0.00003525744,0.00007894458,0.0000373495,0.0200737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03096459,"threshold_uncertainty_score":0.02843624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462638569335242,"score_gpt":0.4352310821022961,"score_spread":0.2889672251687718,"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."}}