{"id":"W2115438755","doi":"10.1016/j.gie.2007.11.009","title":"Metastatic bladder carcinoma to ampulla of Vater","year":2008,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Ampulla of Vater; Carcinoma; Ampulla; General surgery; Internal medicine","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":[0.0000637944,0.0001676821,0.0003497582,0.0001156007,0.00004040376,0.000004311668,0.00006197172,0.000009871287,0.0004875982],"category_scores_gemma":[0.0001216818,0.0001344912,0.000122392,0.0001673986,0.00008000515,0.00002955332,0.00003679702,0.00007994565,0.0001331054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007909248,"about_ca_system_score_gemma":0.0001273888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003776349,"about_ca_topic_score_gemma":0.0000170386,"domain_scores_codex":[0.9989082,0.00002466473,0.000277831,0.0002473961,0.000255139,0.0002867517],"domain_scores_gemma":[0.9991883,0.0001073555,0.00006959978,0.0002768039,0.000122167,0.0002357562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001008958,0.0008288978,0.9069619,0.0001090555,0.0001193949,0.001583411,0.0003993261,0.00005179392,0.0771159,0.0001244691,0.0108055,0.0008913667],"study_design_scores_gemma":[0.003934479,0.004153185,0.9200562,0.0004463239,0.0002893124,0.01842727,0.0001145763,0.00004756913,0.05120014,0.00004342026,0.001109824,0.0001777574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952274,0.0001219638,0.001600074,0.0008703006,0.00005989663,0.0003783093,0.0000220594,0.00003491616,0.001685068],"genre_scores_gemma":[0.882926,0.000009466812,0.1161241,0.0003146581,0.00006657481,0.00005430953,0.00001285236,0.00002121615,0.0004707802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114524,"threshold_uncertainty_score":0.5484392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03571404849492185,"score_gpt":0.2899799986686784,"score_spread":0.2542659501737565,"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."}}