{"id":"W2794331852","doi":"10.1111/1471-0528.15148","title":"Foundation for an evidence‐informed algorithm for treating pelvic floor mesh complications: a review","year":2018,"lang":"en","type":"review","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Foundation (evidence); Pelvic floor; Medicine; Computer science; Algorithm; General surgery; Surgery; History","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":[0.03579261,0.002674651,0.005835412,0.02125923,0.002444703,0.007707902,0.004894624,0.005598748,0.01057435],"category_scores_gemma":[0.07723345,0.001911614,0.009093541,0.01058174,0.001751418,0.009939265,0.004992191,0.006095851,0.002396914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007332823,"about_ca_system_score_gemma":0.04022864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005543836,"about_ca_topic_score_gemma":0.01240642,"domain_scores_codex":[0.9843295,0.004814418,0.005688408,0.001069318,0.003661053,0.0004374732],"domain_scores_gemma":[0.9474927,0.02882808,0.006726665,0.001291243,0.01449798,0.001163368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001994909,0.0001958287,0.001498631,0.3926205,0.002931799,0.0003945961,0.00071504,0.001670232,0.0005244867,0.01748013,0.03930851,0.5424609],"study_design_scores_gemma":[0.0001880175,0.0001496805,0.001728984,0.8042995,0.00744805,0.0004863548,0.0006210299,0.0009625822,0.0003086928,0.01652563,0.1671739,0.0001075914],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007419555,0.9283972,0.01613689,0.04013251,0.003837209,0.004543624,0.0008983409,0.0002195575,0.005092793],"genre_scores_gemma":[0.01241439,0.883339,0.08605376,0.01057378,0.001004285,0.004254032,0.001089439,0.00005176145,0.001219563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03579261,"threshold_uncertainty_score":0.1892917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320986139099631,"score_gpt":0.4480243222805828,"score_spread":0.3159257083706196,"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."}}