{"id":"W1975601891","doi":"10.1016/j.ejso.2013.02.010","title":"Carcinoma of the gallbladder: Patterns of presentation, prognostic factors and survival rate. An 11-year single centre experience","year":2013,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Saint-Luc","funders":"","keywords":"Gallbladder; Presentation (obstetrics); Carcinoma; Medicine; Survival rate; General surgery; Oncology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003091293,0.0001288526,0.0004642482,0.00006314764,0.00004451686,0.00001110072,0.0001634275,0.00003167984,0.000217866],"category_scores_gemma":[0.0001178044,0.0000741724,0.0001324242,0.0001041006,0.0002548077,0.000121329,0.00009866122,0.0001785486,0.000001812905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003053698,"about_ca_system_score_gemma":0.00007744405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006561044,"about_ca_topic_score_gemma":0.00003350553,"domain_scores_codex":[0.9981924,0.0006636946,0.0005778267,0.0001398641,0.0002501447,0.0001760292],"domain_scores_gemma":[0.998542,0.0002862636,0.0004495641,0.0001586865,0.0003972557,0.0001662631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001394295,0.0002883849,0.9899028,0.00004586591,0.00006686665,0.000194114,0.004852113,0.000001756051,0.0027469,0.00002658446,0.0003025105,0.001432684],"study_design_scores_gemma":[0.002038136,0.001485503,0.9826003,0.00007563205,0.00009589799,0.0001681756,0.006702327,0.000004273101,0.002187554,0.000006192165,0.004569399,0.00006665654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951009,0.0003406295,0.000008714995,0.001254689,0.0002890727,0.0001943299,0.000005346604,0.000004405368,0.002801965],"genre_scores_gemma":[0.9994701,0.00009213558,0.00005502882,0.00004041977,0.0001767277,9.066063e-7,0.000001864881,0.00001585764,0.0001469643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007302537,"threshold_uncertainty_score":0.3024662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425494209255334,"score_gpt":0.2776471528807029,"score_spread":0.2433922107881496,"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."}}