{"id":"W4414990702","doi":"10.1097/og9.0000000000000117","title":"Association Between Gestational Weight Gain and Obstetric Anal Sphincter Injury","year":2025,"lang":"en","type":"article","venue":"O&G Open","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"Canadian Institutes of Health Research","keywords":"Weight gain; Underweight; Anal sphincter; Guideline; Gestation; Birth weight; Sphincter","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006612174,0.0002598535,0.0002170453,0.0005495776,0.0001808901,0.0004018729,0.0003445538,0.000322148,0.001372671],"category_scores_gemma":[0.006576356,0.0001636673,0.0004641367,0.0008875279,0.0001758825,0.0003139341,0.0004185046,0.0007171336,0.00012464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312053,"about_ca_system_score_gemma":0.0004056606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009272007,"about_ca_topic_score_gemma":0.007991623,"domain_scores_codex":[0.9994816,0.000129287,0.00007019767,0.0001191912,0.0001270546,0.00007280034],"domain_scores_gemma":[0.9971226,0.0004390941,0.001972101,0.0001533209,0.0001563353,0.0001565696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006012449,0.000009543873,0.998385,0.00001271063,0.00007373762,0.00003810322,0.00001363669,0.00003322386,0.00009352696,0.00001549912,0.00004502494,0.001219807],"study_design_scores_gemma":[0.000003332993,0.00005557913,0.9992546,0.00001934191,0.00003977403,0.0002279038,0.00003501182,0.000144701,0.00004761276,0.0000198186,0.0001499272,0.000002274072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963447,0.001336186,0.0002951584,0.0002621733,0.00002188265,0.000009357501,0.001083046,0.000009287161,0.00063816],"genre_scores_gemma":[0.9985046,0.0004767643,0.0002786224,0.00003780084,0.00001424867,0.00000883403,0.0004841046,0.000002685943,0.0001922727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009272007,"threshold_uncertainty_score":0.01843607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481661069774571,"score_gpt":0.3092211544352168,"score_spread":0.2944045437374711,"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."}}