{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01231435,0.001080285,0.0008986232,0.005333179,0.0003685477,0.001530983,0.001107807,0.0009506476,0.007675134],"category_scores_gemma":[0.0767508,0.0003729537,0.001136322,0.002093536,0.0006797998,0.0008491789,0.001456695,0.001046089,0.0009264179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005419553,"about_ca_system_score_gemma":0.0008875833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858294,"about_ca_topic_score_gemma":0.001614868,"domain_scores_codex":[0.9894091,0.007721937,0.0006669578,0.0009691525,0.00110535,0.0001274677],"domain_scores_gemma":[0.9393137,0.05018589,0.003783006,0.003000191,0.003269099,0.0004482325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002438235,0.0005658466,0.2064501,0.001123688,0.001752135,0.0005140844,0.0008914378,0.01678437,0.009213935,0.01217204,0.02105452,0.7270395],"study_design_scores_gemma":[0.001305351,0.003004882,0.3102205,0.0005992451,0.0008733242,0.002745318,0.0008937204,0.6038488,0.01146964,0.02761959,0.03700561,0.00041414],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0321143,0.0001960041,0.9572021,0.000291374,0.000136139,0.0005749459,0.003306948,0.005150796,0.00102738],"genre_scores_gemma":[0.2123375,0.0001249524,0.7818099,0.000218218,0.0001031656,0.002383213,0.001819357,0.0004302481,0.0007734236],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01231435,"threshold_uncertainty_score":0.06512529,"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."}}