{"id":"W4241275961","doi":"10.1016/j.gie.2011.08.016","title":"Response","year":2011,"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":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Acute pancreatitis; Pancreatitis; Stent; Pancreatic duct; Complication; Surgery; General surgery; Gastroenterology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002641953,0.0001388817,0.0001704613,0.00009683191,0.00004223454,0.000006978312,0.00008655359,0.00002058538,0.001567464],"category_scores_gemma":[0.0005930479,0.0001174379,0.00009138039,0.0001398063,0.0001086693,0.00005168894,0.00002971033,0.0001561584,0.0004138355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000025538,"about_ca_system_score_gemma":0.0001128895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005016513,"about_ca_topic_score_gemma":0.000002765875,"domain_scores_codex":[0.9990495,0.00006755568,0.0001735667,0.0002191699,0.0001707468,0.0003193927],"domain_scores_gemma":[0.999341,0.00007962157,0.00003958366,0.0002666708,0.00007997396,0.0001931433],"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":[0.02793936,0.0007353325,0.3388346,0.00005872557,0.00003943987,0.00113711,0.000800001,5.937353e-7,0.6184683,0.0004959811,0.009995697,0.001494799],"study_design_scores_gemma":[0.004589572,0.00642323,0.9254023,0.0004224584,0.0001312706,0.03567655,0.001261799,0.00006352945,0.02084827,0.0008281501,0.004008071,0.000344844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267793,0.00005165305,0.005186936,0.0009154219,0.0001060708,0.0003009409,0.000004931144,0.0002630786,0.06639161],"genre_scores_gemma":[0.8505706,0.0000022127,0.1475135,0.0006286947,0.00004399852,0.0000146236,0.000005753156,0.00002244534,0.001198214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5976201,"threshold_uncertainty_score":0.9993452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269237392628077,"score_gpt":0.2714613449862381,"score_spread":0.2387689710599573,"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."}}