{"id":"W2914227863","doi":"10.3747/pdi.2018.00203","title":"Laparoscopic Mesh Repair of Bilateral Obturator Hernias Post-Peritoneal Dialysis","year":2019,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Hernia repair and management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Obturator hernia; Surgery; Hernia; Hematoma; Peritoneal dialysis; Obturator nerve; Femoral hernia; Abdominal wall; Inguinal hernia","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":[0.0001954761,0.000350127,0.0004187482,0.0007362559,0.0006081102,0.0004911684,0.0004194838,0.0006794905,0.002100203],"category_scores_gemma":[0.001747323,0.0001656076,0.0004447385,0.0003556286,0.0004510984,0.0006722071,0.000819966,0.0007332671,0.0002394593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354025,"about_ca_system_score_gemma":0.0003998869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005655753,"about_ca_topic_score_gemma":0.0007335977,"domain_scores_codex":[0.9997749,0.00003365044,0.00003087178,0.00002417534,0.00005462506,0.00008186549],"domain_scores_gemma":[0.9994318,0.0001278916,0.0001610776,0.00004838372,0.00002192087,0.0002089445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0006153088,0.0001441177,0.09635117,0.0004065938,0.00006766748,0.8308278,0.0003511284,0.0004032818,0.007861149,0.0006897838,0.0009140103,0.06136791],"study_design_scores_gemma":[0.00003087071,0.000255679,0.02781167,0.00004388349,0.00001589809,0.9682405,0.0001621058,0.0003275051,0.0009830974,0.0001841342,0.001935826,0.000008975992],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791931,0.009296594,0.003634351,0.001269016,0.0002765038,0.00005563938,0.0001280201,0.0001346042,0.006012137],"genre_scores_gemma":[0.9969653,0.0010386,0.001017648,0.0001274904,0.0001819129,0.00001037784,0.00005321845,0.000006929892,0.0005985015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002100203,"threshold_uncertainty_score":0.007025838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008425720708486944,"score_gpt":0.2684621883956834,"score_spread":0.2600364676871964,"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."}}