{"id":"W4382344452","doi":"10.1002/ppul.26567","title":"Polysomnography in hospitalized children: Characteristics and clinical practice at a single tertiary care center","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Interquartile range; Polysomnography; Pediatrics; Sleep study; Tertiary care; Obstructive sleep apnea; Single Center; Gold standard (test); Sleep disordered breathing; Emergency medicine; Physical therapy; Apnea; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003502351,0.000192076,0.0004406456,0.000771218,0.00006944715,0.00001988459,0.0001340856,0.0002937417,0.00004131838],"category_scores_gemma":[0.001249645,0.0001822957,0.0001232697,0.0008682619,0.0002007087,0.0001250228,0.0003976887,0.0005402094,0.0001754962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298372,"about_ca_system_score_gemma":0.00003729221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004505149,"about_ca_topic_score_gemma":0.000009684166,"domain_scores_codex":[0.9978229,0.0001908267,0.0005519079,0.0005746979,0.0002620492,0.0005976434],"domain_scores_gemma":[0.9987861,0.0003682469,0.000157369,0.0003123661,0.0001536786,0.0002222757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003474343,0.0003650081,0.9862284,0.00005407252,0.0000779039,0.0004488231,0.00021391,2.075335e-8,0.0001027602,0.00001129983,0.0003376849,0.01181266],"study_design_scores_gemma":[0.002814368,0.0004349514,0.9947482,0.000005734918,0.0001673559,0.0002893644,0.0001708533,0.0000415991,0.00001766325,0.00001621431,0.001138928,0.0001547733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951123,0.00100798,0.000003749331,0.002131843,0.0003965937,0.0005941027,0.00005227406,0.0001247284,0.0005763993],"genre_scores_gemma":[0.9965622,0.001700918,0.0004427882,0.0003508634,0.0006302514,0.00003478731,0.0001921752,0.00003881177,0.00004714101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165789,"threshold_uncertainty_score":0.7433801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472808962452703,"score_gpt":0.3250170322299094,"score_spread":0.3102889426053823,"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."}}