{"id":"W4251623839","doi":"10.1016/j.gie.2008.05.007","title":"Response:","year":2008,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital; McMaster University Medical Centre","funders":"","keywords":"Medicine; Magnetic resonance cholangiopancreatography; Endoscopic retrograde cholangiopancreatography; Common bile duct; Gallstones; Diagnostic accuracy; Cholangiography; Internal medicine; Radiology; Gastroenterology; Pancreatitis","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":[0.0001779581,0.000145448,0.0001983232,0.00009863019,0.00009940194,0.000006020304,0.00007842581,0.00002135154,0.0005620343],"category_scores_gemma":[0.0007574472,0.0001255271,0.0001010199,0.0001778474,0.000173967,0.00004991659,0.00002691005,0.0001822298,0.0003842787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003621615,"about_ca_system_score_gemma":0.0002043965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002237967,"about_ca_topic_score_gemma":0.000001229365,"domain_scores_codex":[0.9989383,0.00006358211,0.0001816283,0.000230616,0.0002503652,0.0003355353],"domain_scores_gemma":[0.9992759,0.000142114,0.00003773401,0.0002574223,0.00009079239,0.0001960226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00992069,0.0003639686,0.3355786,0.0000356444,0.00002305714,0.002114583,0.0002212863,0.000007037322,0.6150005,0.00008553676,0.03623624,0.0004128741],"study_design_scores_gemma":[0.004751542,0.003675392,0.7755933,0.0002775429,0.00005747495,0.1933011,0.0003650517,0.0001123711,0.007306614,0.0001172581,0.01415378,0.0002885337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804143,0.00007625824,0.00305341,0.003062696,0.00007177934,0.0002205546,0.000004265424,0.0002103643,0.01288635],"genre_scores_gemma":[0.9217825,0.000009487032,0.07398942,0.0008820544,0.00008751994,0.00001427186,0.00001201177,0.00002422509,0.003198521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6076939,"threshold_uncertainty_score":0.6153882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329844584778732,"score_gpt":0.2746871792484645,"score_spread":0.2513887334006772,"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."}}