{"id":"W1994873712","doi":"10.1213/01.ane.0000115147.14626.c5","title":"Pain and Sensory Dysfunction 6 to 12 Months After Inguinal Herniotomy","year":2004,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Hernia repair and management","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sensory system; Anesthesia; Psychology; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004525016,0.0001939978,0.0002525191,0.0001576219,0.00006561526,0.0000321589,0.00004967025,0.00008789869,0.0001224965],"category_scores_gemma":[0.00004074776,0.0001711239,0.00008440745,0.0001414669,0.00004020262,0.00006962521,0.00002220667,0.0001235881,0.0001731906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008808065,"about_ca_system_score_gemma":0.00004849683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000296532,"about_ca_topic_score_gemma":0.00008214144,"domain_scores_codex":[0.9987925,0.00007176016,0.00021048,0.000351263,0.0002748486,0.0002991876],"domain_scores_gemma":[0.9993155,0.00002334646,0.00003689921,0.0002988907,0.00005030687,0.0002750276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005201029,0.001388983,0.7485029,0.001190747,0.000744454,0.02835763,0.006665058,0.0004539615,0.00483521,0.003430724,0.01970142,0.1795279],"study_design_scores_gemma":[0.001718793,0.001151052,0.8053936,0.0002123433,0.0001937695,0.0007094152,0.0005203318,0.0001201136,0.0003042568,0.0002613586,0.189086,0.0003289898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868383,0.0003087737,0.001837908,0.008169943,0.00002028627,0.0005650932,3.768549e-7,0.0001581659,0.002101116],"genre_scores_gemma":[0.9864093,0.00003262526,0.00190413,0.009513412,0.0001856203,0.00007861515,0.000005752389,0.00003240204,0.001838138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1791989,"threshold_uncertainty_score":0.6978228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008869460300121994,"score_gpt":0.2323770531321567,"score_spread":0.2235075928320347,"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."}}