{"id":"W2029588151","doi":"","title":"Mesh Plug Migration After a Robotic Inguinal Hernia Repair","year":2013,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Groin; Inguinal hernia; Surgery; Inguinal canal; Prostatectomy; Hernia repair; Hernia; Pelvis; General surgery; Prostate; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006266806,0.0001345465,0.0004228145,0.0002930321,0.00002641769,0.0000317343,0.00004652641,0.00004540589,0.0008688536],"category_scores_gemma":[0.0002660987,0.00009877256,0.0005175412,0.0001353732,0.00002448214,0.0002537776,0.00002573684,0.0002682964,0.0001669914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008336301,"about_ca_system_score_gemma":0.00016024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001389169,"about_ca_topic_score_gemma":0.000006358885,"domain_scores_codex":[0.9983827,0.00007586932,0.0006969607,0.0001200199,0.0005044271,0.0002200245],"domain_scores_gemma":[0.9988596,0.0001033681,0.0003270969,0.0001796329,0.0003123941,0.0002178844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004470471,0.0007404298,0.5284149,0.0005427255,0.000324135,0.0004251876,0.0004247977,0.00004031721,0.0003232921,0.00003193356,0.4238425,0.04444272],"study_design_scores_gemma":[0.001002122,0.0002899499,0.68919,0.00149248,0.0004465758,0.0004738322,0.0001395124,0.001240865,0.0001491055,0.0001765874,0.3051377,0.0002612964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914623,0.00319511,0.0009891938,0.002008372,0.001677468,0.0002334922,5.467256e-7,0.00005148585,0.0003820326],"genre_scores_gemma":[0.9974647,0.0004771765,0.0003926594,0.0003409206,0.0008003602,0.00001754719,0.000003179317,0.00001675709,0.0004867325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607751,"threshold_uncertainty_score":0.9513338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900595345882446,"score_gpt":0.2859486369913552,"score_spread":0.2569426835325307,"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."}}