{"id":"W2801915708","doi":"10.1093/sleep/zsy061.1075","title":"1076 Good Driving Behavior: A Reasonable Predictor Of Cpap Adherence?","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Université de Montréal; Jewish General Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Physical therapy; Pediatrics; Internal medicine","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":[0.001031438,0.0003182628,0.0004028117,0.0007347345,0.0007000414,0.0009667832,0.0005607725,0.001166492,0.002941215],"category_scores_gemma":[0.005162569,0.0002590397,0.0007410743,0.0009275564,0.0003621767,0.0005832381,0.0004498666,0.001339042,0.0004918791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002337179,"about_ca_system_score_gemma":0.0003677678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00770211,"about_ca_topic_score_gemma":0.009969831,"domain_scores_codex":[0.9993312,0.0001974225,0.000117511,0.0001136437,0.0001402737,0.0001000707],"domain_scores_gemma":[0.9964534,0.0008078899,0.001427441,0.0002282693,0.0003917725,0.0006912262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003624358,0.00003004836,0.9989918,0.000004398695,0.00003208797,0.00002074042,0.00002144468,0.00001478397,0.00003735936,0.000005652697,0.00005437673,0.0007510748],"study_design_scores_gemma":[0.000002417147,0.00005904277,0.9991984,0.000008417121,0.00002212903,0.00008598615,0.0001034269,0.0003916808,0.00002139538,0.00001830773,0.00008646886,0.000002377144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980404,0.0003549755,0.000124928,0.0002948481,0.00002518176,0.00001078616,0.0002724279,0.000005991491,0.0008704048],"genre_scores_gemma":[0.9993181,0.00008078643,0.0001178045,0.00005088178,0.00002877248,0.000008222058,0.0002195747,0.00000203381,0.0001738394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00770211,"threshold_uncertainty_score":0.01531458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253136439898835,"score_gpt":0.3103876557533656,"score_spread":0.2878562913543773,"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."}}