{"id":"W29577530","doi":"10.1016/b978-0-12-378610-4.00372-7","title":"Impact of Medical and Other Sleep Disorders","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Sleep (system call); Medicine; Psychiatry; Sleep apnea; 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":[0.0003530042,0.0005016924,0.0003608562,0.001122919,0.0004926937,0.001591992,0.0003503159,0.0008499812,0.09651265],"category_scores_gemma":[0.0006029917,0.0001452337,0.0002831908,0.001007287,0.0005376347,0.001369965,0.00101145,0.001191627,0.01531935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007729542,"about_ca_system_score_gemma":0.001273414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003534297,"about_ca_topic_score_gemma":0.01252229,"domain_scores_codex":[0.9998314,0.00003142345,0.000006883004,0.00001455431,0.00009993326,0.00001575429],"domain_scores_gemma":[0.9998246,0.00008679015,0.000008988119,0.0000101084,0.0000391737,0.00003036894],"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":[0.00002049113,0.0000369394,0.0003555857,0.0003559931,0.00001088199,0.0001215094,0.0001852288,0.0001713886,0.0004191031,0.0292305,0.5197729,0.4493195],"study_design_scores_gemma":[0.000002695373,0.00001445603,0.001166067,0.0004597029,0.000004680491,0.0001918903,0.0001169747,0.00003561055,0.00005472422,0.007383731,0.990566,0.000003395463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008833818,0.1683492,0.0005502786,0.01230579,0.008892543,0.00001839005,0.0003115836,0.00005790167,0.8086309],"genre_scores_gemma":[0.005953419,0.1419475,0.0008026607,0.005758775,0.006041857,0.00002817897,0.0002625956,0.00004445642,0.8391606],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09651265,"threshold_uncertainty_score":0.322867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811638294240349,"score_gpt":0.3137266653685014,"score_spread":0.2956102824260979,"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."}}