{"id":"W4408904002","doi":"10.3389/fped.2025.1492429","title":"Season of conception and neurodevelopmental outcomes in singleton preterm infants less than 29 weeks gestation","year":2025,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services; Calgary Laboratory Services; McMaster University","funders":"","keywords":"Medicine; Bayley Scales of Infant Development; Gestational age; Odds ratio; Gestation; Pediatrics; Toddler; Singleton; Confounding; Confidence interval; Neonatal intensive care unit; Cognition; Logistic regression; Pregnancy; Obstetrics; Internal medicine; Psychomotor learning; Psychology; Developmental psychology; Psychiatry","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":[0.0008390261,0.0001858187,0.0002660258,0.0004814501,0.0003413004,0.0004765418,0.0003873096,0.0002584772,0.001264318],"category_scores_gemma":[0.00355756,0.0001561842,0.0004083279,0.0005701584,0.0002210247,0.0002758206,0.0004163306,0.0003649131,0.0001162194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004195599,"about_ca_system_score_gemma":0.0005291632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008670673,"about_ca_topic_score_gemma":0.006779855,"domain_scores_codex":[0.9997153,0.00006909334,0.00002849231,0.00007736184,0.00005145017,0.00005824261],"domain_scores_gemma":[0.9975514,0.0004182187,0.001471635,0.00008954688,0.0001396058,0.0003295935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001237672,0.00001025976,0.9984797,0.00001943589,0.00003313454,0.00008192717,0.00006315999,0.00002457642,0.0001245928,0.00001440489,0.00006179806,0.0009632748],"study_design_scores_gemma":[0.000001906415,0.00004342971,0.9994662,0.00001343174,0.00001937041,0.0002179461,0.0000709996,0.0000452999,0.00002483051,0.0000162579,0.00007888848,0.000001374899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984413,0.0009460468,0.00005911795,0.0000477962,0.00001181059,0.000003714349,0.0002811438,0.000001796661,0.0002073361],"genre_scores_gemma":[0.999216,0.0003934668,0.0000690645,0.0000153759,0.00001236026,0.000007340273,0.0002098558,0.000002011707,0.00007445943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008670673,"threshold_uncertainty_score":0.01724046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979023513145585,"score_gpt":0.2514246994480603,"score_spread":0.2416344643166045,"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."}}