{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006372645,0.0001355759,0.0004185928,0.0001749262,0.0002339799,0.00003869674,0.0002123564,0.0001221515,0.00003901275],"category_scores_gemma":[0.0001711474,0.0001578876,0.00004842307,0.0002389634,0.0001210507,0.0003533202,0.0008551432,0.0004320353,0.000005283409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753986,"about_ca_system_score_gemma":0.0003138231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004216984,"about_ca_topic_score_gemma":0.0001372217,"domain_scores_codex":[0.9981653,0.0005540211,0.0002261397,0.0004372662,0.0003348218,0.0002824216],"domain_scores_gemma":[0.9984598,0.0006986994,0.0001751762,0.000255168,0.0001188598,0.0002922738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007364294,0.0001253119,0.9567198,0.0006012028,0.0001545163,0.001714867,0.001330093,0.000001123378,0.009279033,0.00003977283,0.001082296,0.02821554],"study_design_scores_gemma":[0.002052534,0.0003070051,0.9842938,0.0003941045,0.00008681143,0.0001860104,0.0008301885,0.00009174887,0.0006595478,0.0001848702,0.01076319,0.0001501821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883129,0.0008209496,0.00005535712,0.0006303574,0.00004734159,0.0005164732,0.00003932196,0.00001349333,0.0095638],"genre_scores_gemma":[0.9913288,0.0006036119,0.001939955,0.0001140848,0.00004974317,0.000001420206,0.00003817917,0.00001402167,0.005910228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02806536,"threshold_uncertainty_score":0.6438469,"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."}}