{"id":"W4391755878","doi":"10.1016/j.arth.2024.02.020","title":"Sleep Apnea is Not an Obstacle for Outpatient Hip and Knee Arthroplasty","year":2024,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Université Laval","funders":"","keywords":"Medicine; Body mass index; Obstructive sleep apnea; Odds ratio; Arthroplasty; Univariate analysis; Continuous positive airway pressure; Sleep apnea; Anesthesia; Surgery; Hypoxemia; Internal medicine; Multivariate analysis","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":[0.0002737885,0.0003437233,0.0004748419,0.0005510789,0.001411337,0.000826822,0.0005255778,0.001318047,0.008559767],"category_scores_gemma":[0.006462813,0.0002125308,0.0005945986,0.0002911596,0.0002914598,0.0008227411,0.0006200753,0.001759059,0.001172466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005667615,"about_ca_system_score_gemma":0.001537786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003894179,"about_ca_topic_score_gemma":0.01733173,"domain_scores_codex":[0.999458,0.00004836908,0.00006683015,0.00004457788,0.0001804335,0.0002018402],"domain_scores_gemma":[0.9975287,0.000576812,0.0006409445,0.00006698149,0.0002925297,0.0008939711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009931198,0.0006365271,0.8935327,0.0003356272,0.0002140568,0.02384697,0.0006741686,0.0001448483,0.002339806,0.0005305471,0.01517091,0.06158064],"study_design_scores_gemma":[0.00004953435,0.0008383771,0.9488107,0.0006699342,0.000175689,0.03591983,0.003737826,0.0006393575,0.0004545187,0.0009486979,0.007701668,0.00005376492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339002,0.005114818,0.0004675467,0.01098514,0.001614728,0.0000886815,0.0005362157,0.0001143381,0.04717833],"genre_scores_gemma":[0.9939047,0.00120637,0.0005127115,0.001546443,0.000507229,0.00002039199,0.0003506936,0.00002096031,0.001930564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008559767,"threshold_uncertainty_score":0.02863526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815913222621822,"score_gpt":0.306944897387168,"score_spread":0.2787857651609498,"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."}}