{"id":"W2793709687","doi":"10.1002/ppul.23970","title":"Nocturnal oximetry in pediatric respiratory disease: Urgent need for developing standardized interpretation rules","year":2018,"lang":"en","type":"letter","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Pulmonology; Pulmonary medicine; Pediatrics; Respiratory Medicine; Sleep medicine; Family medicine; Intensive care medicine; Internal medicine; Psychiatry; Sleep disorder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01934248,0.0004819142,0.001286998,0.001229765,0.001455107,0.002794916,0.002684616,0.007996202,0.002160246],"category_scores_gemma":[0.0838726,0.0004732515,0.0009635643,0.0006868865,0.0024665,0.006338898,0.002665494,0.02390342,0.001666862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00317897,"about_ca_system_score_gemma":0.005977485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192995,"about_ca_topic_score_gemma":0.003812348,"domain_scores_codex":[0.9849644,0.006969618,0.003936558,0.0007528006,0.002797647,0.0005789533],"domain_scores_gemma":[0.9144847,0.05776396,0.003991682,0.003824427,0.01559389,0.004341464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008718547,0.0002371048,0.02606845,0.0009577163,0.00006513359,0.02538092,0.003147314,0.001297381,0.00130992,0.01793156,0.5469906,0.3765267],"study_design_scores_gemma":[0.0001525643,0.0003322569,0.02233745,0.00956161,0.0001162836,0.08101107,0.006747695,0.00736595,0.001663196,0.08372416,0.786705,0.0002828981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004079158,0.01122359,0.006743742,0.9610671,0.01003105,0.00009353382,0.00007044189,0.0001191744,0.006572174],"genre_scores_gemma":[0.1642811,0.04133653,0.09549356,0.5757486,0.1167755,0.0006325111,0.0005607416,0.0002539081,0.004917683],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01934248,"threshold_uncertainty_score":0.102294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04879417300371353,"score_gpt":0.368328271485317,"score_spread":0.3195340984816035,"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."}}