{"id":"W3080665443","doi":"10.1007/s00192-020-04505-z","title":"Surgical approach and unplanned readmission following pelvic organ prolapse surgery: a retrospective cohort study using data from the National Surgical Quality Improvement Program Database (NSQIP)","year":2020,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Current Procedural Terminology; Surgery; Retrospective cohort study; Laparoscopic surgery; Laparoscopy; Abdominal surgery; Hazard ratio; Medical diagnosis; General surgery; Confidence interval; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007385682,0.0004025677,0.0004690903,0.001100224,0.0006780086,0.00116776,0.0007173475,0.000877878,0.001802372],"category_scores_gemma":[0.002732038,0.0008026211,0.001334673,0.001895948,0.0003345898,0.001323784,0.0009255158,0.00138697,0.0003593371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006725278,"about_ca_system_score_gemma":0.0007810631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01501033,"about_ca_topic_score_gemma":0.01986819,"domain_scores_codex":[0.9991654,0.0001621914,0.0001237413,0.00024276,0.0001337768,0.0001721313],"domain_scores_gemma":[0.9974751,0.0002921443,0.001326013,0.0002695297,0.0002369036,0.0004003056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007333013,0.00004065299,0.9993492,0.000007831269,0.0001050589,0.00003505436,0.00004018696,0.00002198048,0.00005528179,0.00001046491,0.00007153034,0.0001896353],"study_design_scores_gemma":[0.0000101318,0.00009150546,0.9990035,0.000009445604,0.00005579109,0.0001763134,0.0003369682,0.0001745156,0.00002521721,0.00001390677,0.00009513031,0.000007580084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981123,0.0001966795,0.00008278444,0.00003348895,0.00001209501,0.00001455502,0.001293576,0.000003289345,0.0002511499],"genre_scores_gemma":[0.9983817,0.0001442603,0.00009571564,0.00004317897,0.00001397943,0.00001947233,0.001149353,0.000003793086,0.000148694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01501033,"threshold_uncertainty_score":0.02984589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09501225206880776,"score_gpt":0.3862151104706973,"score_spread":0.2912028584018896,"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."}}