{"id":"W4225914741","doi":"10.5167/uzh-207212","title":"Association Between Intermittent Hypoxemia and Severe Bronchopulmonary Dysplasia in Preterm Infants","year":2021,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Dalhousie University","funders":"","keywords":"Bronchopulmonary dysplasia; Medicine; Interquartile range; Hypoxemia; Confidence interval; Pediatrics; Odds ratio; Anesthesia; Internal medicine; Gestational age; Pregnancy","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":[0.001672214,0.0002183274,0.0003911641,0.0003033379,0.0002668203,0.000319392,0.0003360427,0.0002916697,0.0008577532],"category_scores_gemma":[0.003837672,0.00008822238,0.0004335273,0.0005154796,0.0003108386,0.0001432879,0.0002845722,0.0004775283,0.00003094084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481416,"about_ca_system_score_gemma":0.0008912664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01837598,"about_ca_topic_score_gemma":0.02295483,"domain_scores_codex":[0.9991587,0.0003809754,0.0000582764,0.0001014643,0.0001853169,0.0001152046],"domain_scores_gemma":[0.997628,0.0009300918,0.0008002961,0.0001087846,0.0002037172,0.0003291269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003381575,0.00003784245,0.9876622,0.0002773321,0.0005503509,0.00008398318,0.00003346643,0.0001666439,0.0005306478,0.00003539641,0.0001293182,0.007111386],"study_design_scores_gemma":[0.00004741002,0.0006481463,0.9983709,0.00003994361,0.0002132148,0.0001552038,0.00003845826,0.0002208111,0.00005778485,0.00004154084,0.0001639734,0.000002651447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928974,0.00594327,0.0001768804,0.000135165,0.00001498852,0.00002860717,0.0002999285,0.000002013913,0.0005016821],"genre_scores_gemma":[0.9984818,0.00097379,0.0001695157,0.00002456766,0.00002097887,0.00001390912,0.0002251352,7.397898e-7,0.0000895238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01837598,"threshold_uncertainty_score":0.03653806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900907642813546,"score_gpt":0.275354081006415,"score_spread":0.2563450045782795,"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."}}