{"id":"W4415992784","doi":"10.31083/ceog43171","title":"Obstetric Outcomes Across Second to Fourth Labors: Are Low Multiparas Truly Low Risk?","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Obstetrics & Gynecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Parity (physics); Preterm labor; Retrospective cohort study; Pregnancy; Third trimester; Induction of labor; Labor induction","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":[0.0006891849,0.0002193895,0.0004056045,0.0009757617,0.0004983639,0.0007907731,0.0004390612,0.0003755625,0.001659735],"category_scores_gemma":[0.004879155,0.0001749007,0.0003417745,0.001065489,0.0004845097,0.0005232301,0.000789927,0.0006559732,0.0001991675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004585758,"about_ca_system_score_gemma":0.0004958667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004794528,"about_ca_topic_score_gemma":0.004057718,"domain_scores_codex":[0.9993698,0.0001151756,0.00008712385,0.0001195129,0.000154694,0.0001538451],"domain_scores_gemma":[0.9963056,0.0003810023,0.002584738,0.0001321986,0.0001802779,0.0004161079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005317721,0.000006023231,0.9982614,0.000009806065,0.00001011347,0.0001362389,0.0001217369,0.000009110702,0.00007380574,0.00002857525,0.00004806338,0.00124196],"study_design_scores_gemma":[0.000003345458,0.00007319221,0.9978302,0.00003657149,0.00001567039,0.0009220581,0.0006457434,0.0000607578,0.00005863367,0.0001073671,0.0002426926,0.000003711764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983272,0.0005954207,0.00008356964,0.0002281683,0.000008193742,0.000006163429,0.0001923267,0.000002673517,0.000556225],"genre_scores_gemma":[0.9995112,0.0001802591,0.00005246909,0.0000396424,0.00001074445,0.000007015675,0.0001362082,0.000001442603,0.0000608406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004794528,"threshold_uncertainty_score":0.009533286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022588026277027,"score_gpt":0.4306553424490147,"score_spread":0.3904294621862444,"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."}}