{"id":"W2131337204","doi":"10.1002/lary.24930","title":"Admission after sleep surgery is unnecessary in patients without cardiovascular disease","year":2014,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Pacu; Body mass index; Complication; Obstructive sleep apnea; Surgery; Sleep apnea; Prospective cohort study; Incidence (geometry); Anesthesia; 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":[0.0004989385,0.0002356727,0.0002802153,0.0004974842,0.0004733271,0.0006834467,0.0003208411,0.0006987646,0.003294399],"category_scores_gemma":[0.006965079,0.0001943647,0.0004921503,0.0006491325,0.0004530727,0.0004248111,0.0004271731,0.0007318719,0.0003020217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812093,"about_ca_system_score_gemma":0.0004322759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112145,"about_ca_topic_score_gemma":0.002169458,"domain_scores_codex":[0.9993761,0.0001876462,0.00008514545,0.0001037416,0.0001299712,0.0001173783],"domain_scores_gemma":[0.9928212,0.001999447,0.004072676,0.0002025621,0.0001929506,0.0007112807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009883566,0.00002167943,0.9977505,0.00001219833,0.00001357429,0.0001971313,0.00001990101,0.00002312623,0.00009836596,0.000009566557,0.00007756642,0.001677644],"study_design_scores_gemma":[0.000009138595,0.0002263018,0.9969859,0.00002479189,0.00002987103,0.00198241,0.0001920535,0.0003022238,0.00007940041,0.00005597112,0.000106347,0.000005649046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984897,0.0003976623,0.00009626568,0.0001810301,0.00002120735,0.000007957491,0.00007440282,0.000005471963,0.0007262136],"genre_scores_gemma":[0.9994572,0.0001716868,0.0001054776,0.00008021187,0.00005061303,0.000004152962,0.00008649571,0.000001461176,0.00004276591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003294399,"threshold_uncertainty_score":0.0110209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323646667502615,"score_gpt":0.2550657375347929,"score_spread":0.2418292708597667,"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."}}