{"id":"W4295423928","doi":"10.1007/s00192-022-05348-6","title":"Pelvic floor healing milestones after obstetric anal sphincter injury: a prospective case control feasibility study","year":2022,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pelvic floor; Quality of life (healthcare); Tears; Childbirth; Anal sphincter; Obstetrics; Pregnancy; Surgery; Nursing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007369607,0.0002979327,0.0005168893,0.0006464471,0.0005132927,0.0000584144,0.000274395,0.00008233175,0.00932513],"category_scores_gemma":[0.000700508,0.0002721505,0.0002673435,0.0003270727,0.0001258065,0.0001594752,0.0002119041,0.001109566,0.00008579639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987042,"about_ca_system_score_gemma":0.0004255924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116327,"about_ca_topic_score_gemma":0.0002097405,"domain_scores_codex":[0.9970555,0.0004818539,0.0007087215,0.0005466425,0.0007488525,0.0004584826],"domain_scores_gemma":[0.9983871,0.0002790417,0.0003194479,0.0002910137,0.0004605709,0.0002628154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004206296,0.005398742,0.9461158,0.00000656399,0.001612311,0.03901454,0.001055385,0.0001427934,0.00006646025,0.00001327159,0.000479694,0.001888175],"study_design_scores_gemma":[0.0168178,0.004209015,0.9335824,0.000009115218,0.0005303163,0.04053051,0.002259417,0.0007838739,0.00001056593,0.0004018121,0.0006512417,0.000213928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928582,0.0005415425,0.00006379141,0.001723754,0.002733643,0.001365481,0.0001847863,0.00005410974,0.0004747309],"genre_scores_gemma":[0.9965643,0.000007237793,0.0003597107,0.00145207,0.0003342628,0.00040765,0.00001868386,0.00004029765,0.0008158039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0126115,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457069965290058,"score_gpt":0.3096616230174437,"score_spread":0.2950909233645431,"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."}}