{"id":"W2793558003","doi":"10.1002/ppul.23987","title":"A graphical method for comparing nocturnal oxygen saturation profiles in individuals and populations: Application to healthy infants and preterm neonates","year":2018,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"National Health and Medical Research Council; National Heart Foundation of Australia; University of Alberta","keywords":"Medicine; Incidence (geometry); Nocturnal; Pulse oximetry; Pediatrics; Oxygen saturation; Anesthesia; Internal medicine; Oxygen","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002490579,0.0001300295,0.0002050503,0.0004194066,0.00008367316,0.00003296452,0.00007996673,0.0001384447,8.213549e-7],"category_scores_gemma":[0.0001217626,0.0001375631,0.00001496911,0.0003278407,0.00002582278,0.0001493346,0.00005514549,0.0001342285,0.000002112971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004574041,"about_ca_system_score_gemma":0.00001153447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009487068,"about_ca_topic_score_gemma":0.0002058261,"domain_scores_codex":[0.9990774,0.00004319304,0.0002902843,0.0002575661,0.00006832503,0.0002632406],"domain_scores_gemma":[0.9995292,0.0001779184,0.00005603369,0.0001023445,0.00004413899,0.00009031701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000369246,0.000009359272,0.9752065,0.00008075622,0.000008709459,3.682192e-7,0.0004206488,0.000171636,0.007450795,0.0005027904,0.00003094152,0.01608055],"study_design_scores_gemma":[0.0005163104,0.0001704614,0.9754745,0.00001005543,0.00002536078,0.00001969934,0.00003430368,0.01465797,0.0009655947,0.007802771,0.0001168963,0.000206101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906997,0.0007337672,0.1073475,0.0001816958,0.0001959606,0.0007377141,0.00001075566,0.0000739757,0.00001894678],"genre_scores_gemma":[0.9375415,0.0001031434,0.06144738,0.00003885332,0.0005266347,0.0003068889,0.00001643483,0.00001840316,7.444947e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04684182,"threshold_uncertainty_score":0.560966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056484778359631,"score_gpt":0.3033743117832723,"score_spread":0.282809463999676,"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."}}