{"id":"W2128399049","doi":"10.1002/ppul.20195","title":"Sleep and breathing on the first night after adenotonsillectomy for obstructive sleep apnea","year":2005,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Hypopnea; Interquartile range; Anesthesia; Apnea; Tonsillectomy; Apnea–hypopnea index; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002906809,0.0002944632,0.0004130726,0.0003945022,0.0003088733,0.00003780461,0.0002202927,0.0002739273,0.0002554869],"category_scores_gemma":[0.0006107578,0.0002069559,0.0001380335,0.0003975001,0.000255993,0.0001256231,0.0001635003,0.0006081181,0.0001411876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002096068,"about_ca_system_score_gemma":0.00003045323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001834006,"about_ca_topic_score_gemma":0.00002464707,"domain_scores_codex":[0.9979286,0.00008459305,0.000335755,0.0006311372,0.0002916922,0.0007282606],"domain_scores_gemma":[0.9979166,0.001103338,0.0001105711,0.0004949557,0.0001881542,0.0001863401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006859505,0.001021255,0.717375,0.0005555201,0.00100745,0.0005496882,0.004984438,0.00005471841,0.0006463063,0.008050677,0.003729595,0.2551658],"study_design_scores_gemma":[0.009699147,0.002479456,0.8664686,0.00002295496,0.00130374,0.001733035,0.0008127759,0.0241194,0.003055656,0.003375161,0.08569875,0.001231297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966958,0.00191689,0.000671657,0.02621935,0.0003051152,0.001615803,0.00003543912,0.00009646868,0.00218126],"genre_scores_gemma":[0.9942988,0.00007347893,0.00174899,0.001228524,0.001727914,0.0006515831,0.000009643166,0.00005587945,0.0002051969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2539345,"threshold_uncertainty_score":0.8439416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254124877377724,"score_gpt":0.2604778389062606,"score_spread":0.2479365901324833,"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."}}