{"id":"W4319601259","doi":"10.1016/j.eurox.2023.100180","title":"Adverse pregnancy, delivery and neonatal outcomes across different advanced maternal ages: A population-based retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology X","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University","funders":"","keywords":"Retrospective cohort study; Pregnancy; Obstetrics; Medicine; Population; Cohort; Cohort study; Environmental health; Biology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00156571,0.0002640638,0.0007798003,0.0003759649,0.0002776893,0.00001238062,0.0001092149,0.00009479451,0.00001533284],"category_scores_gemma":[0.005528123,0.0001879563,0.000114113,0.0003765948,0.0002810741,0.000141512,0.0001118066,0.0005565307,0.00001058757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822107,"about_ca_system_score_gemma":0.00005847152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001219029,"about_ca_topic_score_gemma":0.000006049414,"domain_scores_codex":[0.997075,0.0008240991,0.0007285843,0.0007719091,0.0002056233,0.0003947378],"domain_scores_gemma":[0.997618,0.0006411148,0.0006573338,0.000372097,0.0005242585,0.0001872588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005160652,0.0002387518,0.961665,0.00003790286,0.0002954888,0.0006756713,0.0007234795,0.00001445023,0.0005512204,0.00001664116,0.00001660752,0.03524876],"study_design_scores_gemma":[0.004224981,0.003407376,0.9904587,0.00006143912,0.0001634525,0.0001730903,0.0009787438,0.00001630399,0.00007736697,0.0000737466,0.0002075159,0.0001573313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939554,0.002262913,0.00005736024,0.0008019741,0.001833145,0.0009801701,0.00001885431,0.00004946528,0.00004076578],"genre_scores_gemma":[0.9984739,0.0005892728,0.0002007383,0.0001059013,0.000221108,0.00001428009,0.00002542041,0.00002946805,0.0003398566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03509142,"threshold_uncertainty_score":0.7664635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808618464552063,"score_gpt":0.3014618908517816,"score_spread":0.283375706206261,"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."}}