{"id":"W4392194145","doi":"10.1016/j.jogc.2024.102418","title":"Maternal and Fetal Outcomes in Pregnancy in the Fifth Decade of Life and Beyond","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Cumming School of Medicine, University of Calgary","keywords":"Medicine; Pregnancy; Neonatal intensive care unit; Gestational diabetes; Obstetrics; Gestational age; Gestation; Pediatrics; Intensive care unit; Retrospective cohort study; Small for gestational age; Advanced maternal age; Fetus; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0007583972,0.0001632837,0.0002270464,0.0009460088,0.0003224768,0.0006419328,0.0001901174,0.0002186163,0.00105321],"category_scores_gemma":[0.002606706,0.00006437072,0.0002839085,0.0007965268,0.0002290393,0.0003053908,0.0006308453,0.000406336,0.0001195655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005843401,"about_ca_system_score_gemma":0.0005899587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028148,"about_ca_topic_score_gemma":0.01119786,"domain_scores_codex":[0.9997076,0.0000547923,0.00004369465,0.00003708847,0.00006488095,0.00009193677],"domain_scores_gemma":[0.9987177,0.0001634115,0.0007465684,0.00003366067,0.0001257877,0.0002128641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004655561,0.00001502857,0.9900129,0.00003654146,0.00002118041,0.0005376036,0.0002404065,0.0001109698,0.00009045393,0.0002004893,0.0002984426,0.008389462],"study_design_scores_gemma":[0.000001421481,0.00005454336,0.9977658,0.0001015917,0.000009276542,0.0008799534,0.00026256,0.00006830267,0.00004264065,0.00006563894,0.0007448521,0.00000354743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862792,0.005320604,0.0001903325,0.0004081243,0.00003804973,0.00003007161,0.002136164,0.00001204745,0.005585188],"genre_scores_gemma":[0.9969438,0.001657478,0.0002435203,0.0001003215,0.00001854813,0.00002160887,0.0007656844,0.000001761418,0.0002473618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028148,"threshold_uncertainty_score":0.02044326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412317446085729,"score_gpt":0.2641965473029422,"score_spread":0.2500733728420849,"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."}}