{"id":"W3195567240","doi":"10.1111/tri.14014","title":"PSC recurrence post liver transplantation: retransplantation justified or not?","year":2021,"lang":"en","type":"letter","venue":"Transplant International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Transplantation; Transplant surgery; Surgery; General surgery; Internal medicine; Hepatology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001384343,0.0005399942,0.0005931794,0.0003161409,0.0001470092,0.0001208617,0.0004758065,0.0007751203,0.008496064],"category_scores_gemma":[0.00002792997,0.0004672745,0.0004551811,0.000207675,0.0001223447,0.0002969278,0.0000160306,0.001993352,0.0002329413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673675,"about_ca_system_score_gemma":0.000633382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002819924,"about_ca_topic_score_gemma":0.0000520872,"domain_scores_codex":[0.9967629,0.0001240686,0.0006942633,0.0007355146,0.00123796,0.0004452414],"domain_scores_gemma":[0.9983085,0.0003132367,0.0002110434,0.0004555855,0.000554779,0.0001568273],"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":[0.0218367,0.0007280522,0.001915509,0.0138847,0.002984131,0.1285804,0.00454247,0.00001269199,0.003717001,0.0003574304,0.8169409,0.004500077],"study_design_scores_gemma":[0.009787067,0.00103773,0.08527002,0.01175615,0.008308333,0.02442332,0.0001928172,0.0006980321,0.005895215,0.000034926,0.8502035,0.002392911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05562142,0.001698084,0.004279583,0.8475042,0.01146082,0.002439566,0.05594761,0.0006675612,0.02038118],"genre_scores_gemma":[0.0880333,0.03593889,0.001693835,0.6622352,0.007933812,0.0001534225,0.1864027,0.0001944178,0.01741443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.185269,"threshold_uncertainty_score":0.9997779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856587975361613,"score_gpt":0.2882575342284684,"score_spread":0.2396916544748523,"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."}}