{"id":"W2530972659","doi":"10.1016/j.jmig.2016.08.156","title":"Vaginal Mesh Kits (VMK) in Women Undergoing Reconstructive Surgery for Pelvic Organ Prolapse (POP): Reassurance from a Large Surgical Cohort","year":2016,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Reconstructive surgery; Cohort; Surgery; Surgical mesh; General surgery; 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":[0.0004265761,0.0001834183,0.000214816,0.0005041937,0.0007049607,0.0009904027,0.000385445,0.0007932361,0.002487541],"category_scores_gemma":[0.008170522,0.0002766631,0.0002647621,0.0005096885,0.0004022568,0.0007156924,0.00064991,0.0008944555,0.0003516368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855868,"about_ca_system_score_gemma":0.0004745244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007073779,"about_ca_topic_score_gemma":0.007335823,"domain_scores_codex":[0.9995663,0.0001219854,0.00003943297,0.00006704442,0.0001024243,0.0001028174],"domain_scores_gemma":[0.9977207,0.0006759309,0.0009896753,0.0001074293,0.0001948441,0.0003115069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008681176,0.00009864445,0.9947344,0.00001868888,0.00001453017,0.0003861375,0.0007810608,0.000008561804,0.0001627787,0.00002124301,0.0003492753,0.003337985],"study_design_scores_gemma":[0.000009419219,0.0001989724,0.9924322,0.00005281041,0.00002304952,0.001015058,0.005444669,0.00009940091,0.0000616198,0.00004337658,0.0006090949,0.00001041324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987552,0.0002444008,0.00002489004,0.0002961294,0.00001298698,0.00001034156,0.0001418183,0.000001103773,0.0005131052],"genre_scores_gemma":[0.9987584,0.0004064472,0.00006902742,0.0003068308,0.00002492689,0.00001117438,0.0001610185,0.000002036155,0.0002601406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007073779,"threshold_uncertainty_score":0.01406521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294648379024858,"score_gpt":0.2568285067996832,"score_spread":0.2438820230094347,"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."}}