{"id":"W4414059725","doi":"10.1001/jamapediatrics.2025.2724","title":"Preterm Birth and Risk of Health Service Use, Morbidity, and Medication Needs at 5 Years","year":2025,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Alberta; University of Toronto; BC Children's Hospital; Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Cohort; Health care; Cohort study; Health services; Premature birth; MEDLINE; Service (business); Infant mortality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084328,0.00009135877,0.0002624631,0.0004428499,0.00008609916,0.00001845521,0.0000748914,0.0001130484,0.00001651817],"category_scores_gemma":[0.001199111,0.00008638629,0.00002040635,0.0008301068,0.0000711391,0.0001046392,0.0002170551,0.0003166414,0.000005855056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130986,"about_ca_system_score_gemma":0.0006550141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462525,"about_ca_topic_score_gemma":0.0002061817,"domain_scores_codex":[0.9986058,0.0001552638,0.0003537108,0.0002053239,0.0004397887,0.0002401057],"domain_scores_gemma":[0.9985189,0.0005640184,0.0001849293,0.0002875203,0.0001819877,0.0002626159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001776848,0.00003637329,0.8894358,0.003746955,0.00001690575,0.000006559127,0.0003534106,7.021689e-7,0.00004145995,0.00009528588,0.002942342,0.1031466],"study_design_scores_gemma":[0.001375689,0.0001953632,0.9427411,0.00006264284,0.00005077562,0.00000856341,0.0000704829,0.0002489011,0.00005139992,0.00007287911,0.05506748,0.00005469831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840283,0.01135008,0.00004993519,0.00370749,0.00009422631,0.0004927089,0.00007194679,0.00002669221,0.0001785644],"genre_scores_gemma":[0.9326534,0.06231059,0.0007651477,0.003129964,0.0001928126,0.00002011725,0.00002756602,0.0000218433,0.0008786053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030919,"threshold_uncertainty_score":0.3522731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096386665531666,"score_gpt":0.3542545817815717,"score_spread":0.313290715126255,"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."}}