{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002131445,0.0004298564,0.000554938,0.0009782433,0.000621319,0.0009796727,0.0006687457,0.0005965897,0.0008487918],"category_scores_gemma":[0.005134089,0.0006133301,0.0008976451,0.001345616,0.000330663,0.0007278437,0.0006870391,0.0008617945,0.0001545383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311338,"about_ca_system_score_gemma":0.0006579483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006258923,"about_ca_topic_score_gemma":0.005607438,"domain_scores_codex":[0.9988216,0.0003408187,0.0001411175,0.0003174211,0.0001865259,0.0001925121],"domain_scores_gemma":[0.9967103,0.000617063,0.001433753,0.0003831059,0.0002915314,0.0005641833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006021438,0.00001377403,0.9995944,0.00000280903,0.00003622518,0.0000541442,0.00002231051,0.00001134303,0.0000376293,0.000005754253,0.00001393217,0.0001475346],"study_design_scores_gemma":[0.000007867756,0.0001875521,0.9987757,0.000008483472,0.00005865644,0.0004303973,0.0001618333,0.0002366983,0.0000409178,0.00001346133,0.00007363574,0.000004965379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993792,0.0002013759,0.00009071134,0.00001691798,0.000005744631,0.000008808137,0.0002022991,0.000002031755,0.00009310067],"genre_scores_gemma":[0.9995145,0.0000991387,0.00007841193,0.00001306424,0.000007220653,0.00001046787,0.0002362109,0.000001908202,0.00003891731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006258923,"threshold_uncertainty_score":0.01244503,"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."}}