{"id":"W2889940633","doi":"10.1001/jamapediatrics.2018.2029","title":"Association of Race/Ethnicity With Very Preterm Neonatal Morbidities","year":2018,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Blavatnik Family Foundation","keywords":"Medicine; Birth certificate; Bronchopulmonary dysplasia; Necrotizing enterocolitis; Retinopathy of prematurity; Population; Pediatrics; Ethnic group; Intraventricular hemorrhage; Retrospective cohort study; Gestational age; Pregnancy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007809231,0.0001250273,0.0002814269,0.0002157295,0.00008109879,0.00002003445,0.0001294736,0.0002062866,0.0001872716],"category_scores_gemma":[0.001937966,0.0001032638,0.0000573558,0.000528904,0.0001308955,0.0002062366,0.00007938545,0.0004307685,0.0001095935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377336,"about_ca_system_score_gemma":0.0007164923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001336885,"about_ca_topic_score_gemma":0.00006597766,"domain_scores_codex":[0.9978402,0.00008772298,0.0003092956,0.0002302714,0.00114576,0.0003867606],"domain_scores_gemma":[0.9978585,0.0005004141,0.0002463996,0.0003212702,0.0008533766,0.0002200213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003617646,0.0002042621,0.9181565,0.002594565,0.0001016064,0.0001121368,0.001210318,0.000002732508,0.0008601168,0.0002047485,0.02541727,0.04751806],"study_design_scores_gemma":[0.009118881,0.007090913,0.6651931,0.0001932657,0.0003627636,0.00005534273,0.0004284842,0.0004385712,0.02606598,0.000204946,0.2902987,0.0005490616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943058,0.001114167,0.0001575122,0.001164419,0.0002084554,0.0004159443,0.00008076768,0.00005478463,0.002498116],"genre_scores_gemma":[0.9905093,0.0008775335,0.001353974,0.0007361546,0.002666045,0.00002465661,0.0000334925,0.00004178059,0.00375705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2648815,"threshold_uncertainty_score":0.4210976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973277068029338,"score_gpt":0.3333028959318127,"score_spread":0.3035701252515193,"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."}}