{"id":"W3129625790","doi":"10.1007/s00192-020-04385-3","title":"Female Pelvic Medicine and Reconstructive Surgery challenges on behalf of the Collaborative Research in Pelvic Surgery Consortium: managing complicated cases","year":2020,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Reconstructive surgery; General surgery; Surgery","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":[0.01095673,0.0004930064,0.0006683793,0.001837932,0.008322797,0.005730016,0.002223353,0.004377473,0.01044855],"category_scores_gemma":[0.04086192,0.000477826,0.0005802817,0.001492487,0.003090685,0.004153932,0.008158564,0.006996255,0.001416853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003221057,"about_ca_system_score_gemma":0.02345987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006616414,"about_ca_topic_score_gemma":0.02737796,"domain_scores_codex":[0.9870842,0.004109911,0.001415647,0.001047491,0.003480409,0.002862276],"domain_scores_gemma":[0.9477323,0.007647665,0.005632258,0.001319137,0.005906463,0.03176218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001261631,0.0008892406,0.179344,0.000372188,0.0001162245,0.1113063,0.009658846,0.001076522,0.001510427,0.0156008,0.4928403,0.1871589],"study_design_scores_gemma":[0.0001308969,0.0006279583,0.08119395,0.004608881,0.0001391528,0.3118793,0.0722955,0.005547135,0.0009068093,0.03199468,0.4903685,0.0003073481],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1294371,0.01055254,0.007574454,0.7486467,0.008636499,0.0005791827,0.0002550683,0.0002642828,0.09405426],"genre_scores_gemma":[0.750537,0.01670205,0.04368266,0.1379637,0.02507267,0.0006615173,0.0006803715,0.0006789992,0.02402106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01095673,"threshold_uncertainty_score":0.05794543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1860569369127331,"score_gpt":0.3794299305972342,"score_spread":0.1933729936845011,"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."}}