{"id":"W4280612634","doi":"10.1016/j.jogc.2022.02.066","title":"Adverse Pregnancy Outcomes Across Different Advanced Maternal Ages: A Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Retrospective cohort study; Pregnancy; Obstetrics; Cohort study; Adverse effect; Cohort; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005638117,0.0001580149,0.0005413681,0.0001223036,0.001094343,0.00004135655,0.0003942434,0.00005291943,0.0005520176],"category_scores_gemma":[0.001770071,0.0001330685,0.00009635201,0.000319213,0.0001148774,0.0001364554,0.0001460688,0.0004025899,3.52792e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508765,"about_ca_system_score_gemma":0.0008633335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06862042,"about_ca_topic_score_gemma":0.3592008,"domain_scores_codex":[0.9976358,0.0002902425,0.0005343799,0.0002096702,0.0008935163,0.0004363533],"domain_scores_gemma":[0.997908,0.0008998435,0.0005886845,0.0001479226,0.0002303055,0.0002252395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000425982,0.000166973,0.9888262,0.000003377376,0.000160533,0.001276875,0.005845202,0.00003989331,0.000001404015,0.000174405,0.0001213383,0.003379511],"study_design_scores_gemma":[0.001654886,0.0003765105,0.9687869,0.00000370147,0.00006278156,0.000006473439,0.0273267,0.000005713355,0.000002674227,0.0001223381,0.001509278,0.0001420694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987436,0.0006468894,0.000002385702,0.0002203654,0.01057067,0.0003963605,0.00004362553,0.00000773953,0.0006759393],"genre_scores_gemma":[0.9988864,0.0001242638,0.00002415849,0.0002101409,0.00002414269,0.00001083715,0.000001202193,0.00001190185,0.0007069387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2905804,"threshold_uncertainty_score":0.9375817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008714361845564966,"score_gpt":0.2631671317072165,"score_spread":0.2544527698616516,"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."}}