{"id":"W56256247","doi":"10.1177/0310057x0403200107","title":"Criteria for Elective Admission to the Paediatric Intensive Care Unit following Adenotonsillectomy for Severe Obstructive Sleep Apnoea","year":2004,"lang":"en","type":"article","venue":"Anaesthesia and Intensive Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intellijoint Surgical (Canada)","funders":"","keywords":"Medicine; Adenoidectomy; Tonsillectomy; Intensive care unit; Intensive care; Paediatric intensive care unit; Sleep (system call); Intervention (counseling); Pediatrics; Emergency medicine; Intensive care medicine; Anesthesia; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001251197,0.0004662119,0.0007030252,0.0003978839,0.0006373387,0.00008505842,0.0002513518,0.0002463349,0.00001380276],"category_scores_gemma":[0.005900886,0.0003405557,0.000466248,0.0006851082,0.0001633006,0.0001862226,0.0001458156,0.0004240992,0.00001273782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005766147,"about_ca_system_score_gemma":0.0002639834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001362883,"about_ca_topic_score_gemma":0.00008289665,"domain_scores_codex":[0.9975085,0.00009243115,0.0003578793,0.0008538775,0.0004047223,0.000782561],"domain_scores_gemma":[0.9806705,0.0003103942,0.0001156538,0.0004701306,0.01798149,0.0004518036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.02036811,0.000161437,0.112236,0.002790232,0.003931721,0.001155615,0.4165832,0.0002261815,0.02621512,0.004859447,0.01246272,0.3990101],"study_design_scores_gemma":[0.01008508,0.007577328,0.05325709,0.0005355463,0.001282779,0.0003629742,0.8784079,0.0001937023,0.02730069,0.00120846,0.01881888,0.0009695589],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762498,0.005547171,0.002071938,0.009021842,0.0004699703,0.006169745,0.0001720459,0.00008607026,0.0002114068],"genre_scores_gemma":[0.9884877,0.00005056514,0.002122327,0.007822195,0.0003772384,0.0007705929,0.0001935657,0.000109739,0.00006613223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4618247,"threshold_uncertainty_score":0.9999046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585149121073017,"score_gpt":0.3247148726969366,"score_spread":0.2988633814862064,"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."}}