{"id":"W2324092794","doi":"10.1055/s-0030-1255976","title":"Biliary papillomatosis diagnosed with mother-daughter narrow-band imaging (NBI) cholangioscopy","year":2011,"lang":"en","type":"article","venue":"Endoscopy","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Jaundice; Daughter; Papillomatosis; Radiology; Major duodenal papilla; Endoscopy; Biliary tract; General surgery; Gastroenterology; Surgery; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001145485,0.0003430434,0.0004654383,0.0001612169,0.0001521293,0.00003144187,0.0001554064,0.00006255925,0.0008768006],"category_scores_gemma":[0.00003108577,0.0002480995,0.0001514012,0.0002667032,0.000186881,0.0001926292,0.00004215501,0.000237059,0.0001545285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007545676,"about_ca_system_score_gemma":0.00008044648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005196797,"about_ca_topic_score_gemma":0.00007152941,"domain_scores_codex":[0.9983481,0.00004158628,0.000266739,0.0005049072,0.0003281408,0.000510541],"domain_scores_gemma":[0.998971,0.00006458256,0.00009331439,0.0005633894,0.00008953793,0.0002182052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006386511,0.0002110003,0.9716379,0.00008896519,0.0002397616,0.000530017,0.005634049,1.981462e-7,0.008533514,0.00003844104,0.01155867,0.0008888166],"study_design_scores_gemma":[0.005701914,0.0006087333,0.8443581,0.0003774633,0.0003991862,0.0001039809,0.001392961,0.00001184817,0.138474,0.00009090752,0.007975628,0.0005052562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951741,0.005106042,0.00008927597,0.0006629354,0.0002976576,0.0005129058,0.00001449203,0.0002551979,0.04132049],"genre_scores_gemma":[0.9933321,0.0001507526,0.003417251,0.001785331,0.0002693713,0.0001327662,0.00001523648,0.00008495566,0.0008121959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1299405,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158396689102487,"score_gpt":0.2416820903040312,"score_spread":0.2200981234130063,"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."}}