{"id":"W4281558873","doi":"10.1016/j.pedneo.2022.05.004","title":"Utility of routine echocardiograms on premature infants with chronic lung disease post oxygen wean","year":2022,"lang":"en","type":"article","venue":"Pediatrics & Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Hypoxemia; Lung disease; Comorbidity; Incidence (geometry); Pediatrics; Oxygen therapy; Supplemental oxygen; Bronchopulmonary dysplasia; Premature birth; Intensive care medicine; Disease; Lung; Internal medicine; Gestational age; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001000236,0.0007655749,0.0005024768,0.002524488,0.000393017,0.0009354032,0.0005293904,0.0009651943,0.00155246],"category_scores_gemma":[0.006812815,0.0002141414,0.0003959227,0.0005527826,0.0002935035,0.0007943344,0.0005872499,0.0009195208,0.0004554388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335337,"about_ca_system_score_gemma":0.0007263055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349207,"about_ca_topic_score_gemma":0.004995404,"domain_scores_codex":[0.9992881,0.0002189674,0.0001236244,0.00009504259,0.0001683368,0.0001059452],"domain_scores_gemma":[0.9967027,0.0009507333,0.0005055086,0.0001459119,0.0008422139,0.0008528591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004309051,0.00007989977,0.9565098,0.0001187047,0.00005030444,0.01169295,0.0002571497,0.0002258838,0.001774907,0.0001091369,0.001019535,0.02773088],"study_design_scores_gemma":[0.00003233379,0.0006556285,0.9690557,0.0005352839,0.00009923908,0.02215401,0.001266404,0.001446228,0.001760036,0.0003060486,0.002641605,0.00004742523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683409,0.01331564,0.001361659,0.001211472,0.0002916981,0.0001272202,0.001152382,0.0001202387,0.01407867],"genre_scores_gemma":[0.9912074,0.004995357,0.002054927,0.0003426782,0.0002809231,0.00004331594,0.0004922972,0.00001529755,0.000567922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00349207,"threshold_uncertainty_score":0.006943464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452887107533581,"score_gpt":0.3107035248627614,"score_spread":0.2961746537874256,"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."}}