{"id":"W4322500721","doi":"10.3390/children10030453","title":"Novel Indices to Improve the Diagnostic Ability of Nocturnal Oximetry in Children with OSAS","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulse oximetry; Cutoff; Area under the curve; NOx; Anesthesia; Obstructive sleep apnea; Cardiology; Internal medicine; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001450024,0.0007631457,0.0006083739,0.0009536171,0.0001133481,0.0004548348,0.0002987367,0.0003904624,0.0003681317],"category_scores_gemma":[0.003285646,0.0001573897,0.0002780853,0.0004779864,0.0001953688,0.0006205314,0.0004380247,0.000681136,0.0001197202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055024,"about_ca_system_score_gemma":0.0002956435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000752698,"about_ca_topic_score_gemma":0.001787577,"domain_scores_codex":[0.999482,0.0002028798,0.00006323028,0.00008373567,0.0001295638,0.00003869017],"domain_scores_gemma":[0.9982711,0.0007043847,0.000456635,0.00007272972,0.0003516052,0.0001434791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005246137,0.0002455698,0.8636555,0.0002195292,0.0001367649,0.0002732452,0.0002203042,0.001385526,0.03139912,0.0002088344,0.0005670073,0.101164],"study_design_scores_gemma":[0.00004565542,0.001535376,0.9485609,0.00005621698,0.0001550018,0.001490214,0.0003325303,0.02833256,0.01756191,0.0003013439,0.001579506,0.00004884705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807699,0.00259981,0.01472978,0.0002009978,0.00008331769,0.00006001663,0.0003270607,0.0001674914,0.001061683],"genre_scores_gemma":[0.9716139,0.0008164734,0.02687561,0.00006923371,0.00009729425,0.0000420235,0.000275757,0.00001760499,0.0001920672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001450024,"threshold_uncertainty_score":0.007668495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081515031774512,"score_gpt":0.2837241217674716,"score_spread":0.2729089714497265,"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."}}