{"id":"W4283274587","doi":"10.1148/cases.20227044","title":"Obturator Hernia","year":2022,"lang":"es","type":"standard","venue":"","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Obturator hernia; Medicine; Computer science; General surgery; 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":[0.0003031239,0.0002646692,0.0002347673,0.001434769,0.0006482108,0.0007380951,0.00032059,0.0004773581,0.05321314],"category_scores_gemma":[0.002382789,0.00007767317,0.0002086739,0.001516779,0.0004105626,0.00061415,0.0007039654,0.000831785,0.01166426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006081255,"about_ca_system_score_gemma":0.001029848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238228,"about_ca_topic_score_gemma":0.001946828,"domain_scores_codex":[0.9996648,0.00004885473,0.00003677469,0.00003511577,0.000160194,0.00005422594],"domain_scores_gemma":[0.9988845,0.0001849431,0.0001656988,0.00008263591,0.0003300318,0.0003520673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001921062,0.0003381655,0.02103994,0.0003512766,0.00001510563,0.003522129,0.00009685342,0.000319364,0.0006737497,0.01629846,0.1872789,0.769874],"study_design_scores_gemma":[0.0001065457,0.0005412301,0.09232247,0.001196047,0.00003785145,0.05500871,0.0004015487,0.0006520125,0.001319651,0.01381995,0.8345562,0.00003776318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04279448,0.01272796,0.002417319,0.007383239,0.002533433,0.0001469033,0.001633469,0.0003872213,0.9299759],"genre_scores_gemma":[0.4637395,0.03132382,0.009109382,0.006218522,0.006151009,0.0002741358,0.006885768,0.0003161995,0.4759816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05321314,"threshold_uncertainty_score":0.1780157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370109154699576,"score_gpt":0.2847965451113952,"score_spread":0.2710954535643994,"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."}}