{"id":"W2907162143","doi":"10.1055/s-0038-1676975","title":"A Lung Ultrasound Severity Score Predicts Chronic Lung Disease in Preterm Infants","year":2019,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Interquartile range; Gestational age; Receiver operating characteristic; Lung disease; Lung; Ultrasound; Gestation; Predictive value of tests; Area under the curve; Birth weight; Lung ultrasound; Respiratory disease; Internal medicine; Gastroenterology; Pregnancy; Obstetrics; Radiology","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":[0.001901527,0.0004952396,0.0003294811,0.0009855218,0.0001364834,0.0004296483,0.0003035262,0.0005425562,0.001088368],"category_scores_gemma":[0.009757855,0.0001892336,0.0003580789,0.0003803438,0.0003388442,0.0004751241,0.0004927173,0.0004670492,0.0001930382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130983,"about_ca_system_score_gemma":0.0003351168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091466,"about_ca_topic_score_gemma":0.0008453932,"domain_scores_codex":[0.9992959,0.000297736,0.00007325521,0.00009676292,0.0001410692,0.00009526784],"domain_scores_gemma":[0.9912953,0.003953822,0.003000133,0.0001620983,0.0005370645,0.001051435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001508035,0.00002260091,0.9987419,0.000004854977,0.00001614958,0.0000231215,0.000007555146,0.00006808138,0.0001977771,0.000003969135,0.00002029886,0.0007430378],"study_design_scores_gemma":[0.00001523619,0.0004460609,0.9971469,0.000006459727,0.00002001692,0.0002876479,0.00003958202,0.00180524,0.0001702032,0.00002347128,0.00003588475,0.00000333039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994292,0.000130049,0.0001709777,0.00003200166,0.000003103233,0.000007930287,0.00009198166,0.000003073773,0.0001316337],"genre_scores_gemma":[0.999422,0.00004038445,0.000285426,0.00001201341,0.00001138963,0.00001149613,0.0001674719,9.862927e-7,0.00004889894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001901527,"threshold_uncertainty_score":0.01005632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105073893137312,"score_gpt":0.3163861028881005,"score_spread":0.3058787135743694,"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."}}