{"id":"W4318025507","doi":"10.1097/hep.0000000000000305","title":"Reply: Insurance should cover vancomycin for primary sclerosing cholangitis","year":2023,"lang":"en","type":"letter","venue":"Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Randomized controlled trial; Internal medicine; Placebo; Surgery; Alternative medicine; 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":[0.0001461379,0.0003243884,0.000916619,0.0001822115,0.0001367851,0.00002551614,0.0002030778,0.0007868607,0.0001826035],"category_scores_gemma":[0.0002115266,0.0003080328,0.0003662648,0.0001767111,0.0001379988,0.00007911731,0.0001278694,0.001377256,0.0003297151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968322,"about_ca_system_score_gemma":0.0003073998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003495779,"about_ca_topic_score_gemma":0.000004741158,"domain_scores_codex":[0.998104,0.0001088349,0.0003947937,0.0005364539,0.0002417406,0.0006141253],"domain_scores_gemma":[0.9983389,0.000430403,0.0001889757,0.0008002726,0.0001529208,0.00008857167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001460939,0.00003918462,0.1007832,0.001215351,0.0001769862,0.000626084,0.0000296795,1.384376e-7,0.00006314638,0.00000813778,0.8954768,0.001435223],"study_design_scores_gemma":[0.001360263,0.0002038275,0.102601,0.0003564077,0.0002545065,0.000161862,0.000004775858,0.00003688839,0.00005023485,0.0001557823,0.8945379,0.0002765904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1003952,0.003300123,0.0002883058,0.8799894,0.005315431,0.002325077,0.002043543,0.0007321191,0.005610826],"genre_scores_gemma":[0.01199518,0.0006179392,0.0003791818,0.9705279,0.003080812,0.0002003868,0.003430996,0.000171519,0.00959612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09053846,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0745338864721103,"score_gpt":0.3039412091662296,"score_spread":0.2294073226941193,"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."}}