{"id":"W2071545991","doi":"10.1213/ane.0b013e318248f4f5","title":"Oxygen Desaturation Index from Nocturnal Oximetry","year":2012,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pulse oximetry; Interquartile range; Polysomnography; Body mass index; Nocturnal; Apnea; Anesthesia; Apnea–hypopnea index; Receiver operating characteristic; Cardiology; 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":[0.0004718281,0.000309783,0.0004200319,0.0005882512,0.0001112043,0.0003053702,0.0001663883,0.0001932025,0.001457804],"category_scores_gemma":[0.00202238,0.00007646211,0.0001926703,0.000447505,0.0000950911,0.0001761459,0.0001525312,0.0002409264,0.0003796887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001928988,"about_ca_system_score_gemma":0.0001758844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009821389,"about_ca_topic_score_gemma":0.0009815267,"domain_scores_codex":[0.9996325,0.00005846361,0.00006286267,0.00006845408,0.0001563869,0.00002131446],"domain_scores_gemma":[0.9987761,0.0002738289,0.0005866128,0.00002897321,0.0002252404,0.0001091904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005503854,0.00006007809,0.9595255,0.0001664738,0.0001347371,0.0001350688,0.00005127874,0.0003131912,0.006341071,0.0000399103,0.0008898943,0.03179253],"study_design_scores_gemma":[0.00002306496,0.0006016084,0.9900125,0.00004030638,0.00008482095,0.001492532,0.00003972215,0.002975462,0.003354593,0.00009641384,0.001267686,0.00001122433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985631,0.003090412,0.003873234,0.0001981671,0.00006887982,0.00009616287,0.002297249,0.000162074,0.004582812],"genre_scores_gemma":[0.9951773,0.0007615853,0.001575251,0.0001070246,0.00005791976,0.00005226286,0.001687384,0.000006463767,0.0005748232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001457804,"threshold_uncertainty_score":0.004876852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945233396400965,"score_gpt":0.2867441990375861,"score_spread":0.2672918650735764,"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."}}