{"id":"W3159662173","doi":"10.1159/000515089","title":"Morbidity in Late Preterm Birth: A Retrospective Cohort Study Assessing the Role of Immaturity versus Antecedent Factors","year":2021,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University; McMaster Children's Hospital; Kingston Health Sciences Centre; Hospital for Sick Children; University of Toronto","funders":"Queen's University","keywords":"Medicine; Gestational age; Retrospective cohort study; Pediatrics; Hypoglycemia; Cohort; Gestation; Birth weight; Apnea; Continuous positive airway pressure; Apnea of prematurity; Incidence (geometry); Cohort study; Obstetrics; Pregnancy; Internal medicine; Endocrinology; Diabetes mellitus; Obstructive sleep apnea","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008458537,0.0001645149,0.0006258287,0.0001580557,0.0001056513,0.00001558976,0.0001881157,0.0001685646,0.0001730885],"category_scores_gemma":[0.001538562,0.0001220366,0.00008634199,0.0005362159,0.0002112839,0.00008256939,0.0002439576,0.0009198521,0.00000894659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795557,"about_ca_system_score_gemma":0.0006872488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103447,"about_ca_topic_score_gemma":0.001557774,"domain_scores_codex":[0.9973798,0.0005791668,0.0004412328,0.0004708015,0.0006356187,0.0004933195],"domain_scores_gemma":[0.9981813,0.0006172661,0.0001420184,0.0005982037,0.0003259906,0.0001352261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000586578,0.00036156,0.9911259,0.00008650996,0.0000896174,0.000527103,0.0008325619,0.000001756821,0.00282113,0.0001775194,0.000004025802,0.00338568],"study_design_scores_gemma":[0.002192769,0.0004866661,0.9819274,0.00003648703,0.00003359917,0.00002903332,0.001626608,0.0001665254,0.01193077,0.0002803341,0.001205646,0.00008414563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946098,0.002130192,0.000003468339,0.0002735335,0.0003334398,0.0009840199,0.00001420041,0.00002851852,0.001622767],"genre_scores_gemma":[0.9996171,0.0001209346,0.00003260788,0.00006059305,0.00003258264,0.00005022872,0.000007838325,0.00002018435,0.00005794123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009198539,"threshold_uncertainty_score":0.4976509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650297260922276,"score_gpt":0.3960410660569196,"score_spread":0.3495380934476968,"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."}}