{"id":"W2152940648","doi":"10.1016/j.jsmc.2013.01.001","title":"Sleep and Anesthesia","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anesthesiology; Obstructive sleep apnea; Anesthesia; Airway obstruction; Perioperative; Airway; Continuous positive airway pressure; Sleep medicine; Sleep apnea; Hypoventilation; Sleep (system call); Uvulopalatopharyngoplasty; Positive airway pressure; Apnea; Intensive care medicine; Sleep disorder; Polysomnography; Internal medicine; Insomnia; Respiratory system; Psychiatry","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":[0.0006147695,0.0003652063,0.0003110458,0.0008414405,0.0008575978,0.001738369,0.0003752282,0.001410311,0.06196938],"category_scores_gemma":[0.001637687,0.0001718572,0.0003693462,0.0007123536,0.001071189,0.0009950896,0.00105405,0.002548976,0.02192461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008138942,"about_ca_system_score_gemma":0.00209325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580403,"about_ca_topic_score_gemma":0.01027135,"domain_scores_codex":[0.9996021,0.00007989132,0.00003972511,0.00005896054,0.0001606586,0.00005874631],"domain_scores_gemma":[0.999172,0.0001312392,0.00008439538,0.00009382609,0.0002275212,0.0002910956],"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":[0.000105276,0.00007207462,0.001445121,0.0003675968,0.00003045121,0.0004394434,0.0002423354,0.00007774922,0.001644467,0.02067922,0.5155551,0.459341],"study_design_scores_gemma":[0.0000110328,0.00005565364,0.004176816,0.0002338019,0.00001214963,0.001108722,0.0001287548,0.00003206926,0.0001412688,0.003094745,0.990997,0.000008043729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004877331,0.3110016,0.001627952,0.1097508,0.07027727,0.00006816319,0.0003875499,0.0002664833,0.5017429],"genre_scores_gemma":[0.04495542,0.1554596,0.001545155,0.0328554,0.06496421,0.00008897247,0.0003718751,0.0001304001,0.6996289],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06196938,"threshold_uncertainty_score":0.2073082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832528203927765,"score_gpt":0.3351681115125306,"score_spread":0.3068428294732529,"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."}}