{"id":"W2762330577","doi":"10.1093/pch/pxx086.010","title":"DIAGNOSTIC SLEEP STUDIES IN CHILDREN WITH MEDICAL COMPLEXITY: DO THEY CHANGE MANAGEMENT?","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Polysomnogram; Health care; Medical record; Gold standard (test); Medical diagnosis; Polysomnography; Physical therapy; Pediatrics; Intensive care medicine; Psychiatry; Internal medicine; Apnea","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":[0.003560077,0.0001985667,0.0005533113,0.001706359,0.0006421819,0.001116806,0.0007619667,0.0007744948,0.001858322],"category_scores_gemma":[0.03412036,0.0001981492,0.00046731,0.002272627,0.0005266608,0.002179234,0.000851809,0.001024279,0.0002304241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298709,"about_ca_system_score_gemma":0.001766574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005076611,"about_ca_topic_score_gemma":0.01149841,"domain_scores_codex":[0.997361,0.0007448564,0.0007722462,0.0002596213,0.0006060556,0.0002562868],"domain_scores_gemma":[0.9816424,0.008778819,0.006633755,0.0002874956,0.001430238,0.001227315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001160051,0.00005666424,0.9601902,0.0005176387,0.00003467656,0.00152233,0.000757815,0.00002598224,0.00007133471,0.0001678696,0.003362563,0.03317679],"study_design_scores_gemma":[0.00006064304,0.0001810054,0.9692526,0.003149754,0.0001033081,0.01146346,0.006544744,0.000317331,0.0001669949,0.0004578165,0.008277254,0.00002511384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039899,0.05922408,0.0006489994,0.02527939,0.0005381739,0.0002701686,0.001870647,0.00004297091,0.00813571],"genre_scores_gemma":[0.9709911,0.0211926,0.002114599,0.003491346,0.0005570014,0.0001889059,0.001179636,0.00001854579,0.0002662321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005076611,"threshold_uncertainty_score":0.01882774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06677797266073913,"score_gpt":0.3608981511548072,"score_spread":0.2941201784940681,"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."}}