{"id":"W4406338606","doi":"10.1097/tp.0000000000005311","title":"Meeting Report: The Sixth International Sam Strober Workshop on Clinical Immune Tolerance","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University Health Network","funders":"Medical Research Council","keywords":"Medicine","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":[0.0002827147,0.0000728165,0.00007286695,0.00001695265,0.00007001642,0.00002622049,0.0001276141,0.00008295373,0.00001202844],"category_scores_gemma":[0.0000707933,0.00005696496,0.00008484458,0.00005649867,0.00003134284,0.000003037744,0.000009628966,0.00009422278,0.000005143804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000612586,"about_ca_system_score_gemma":0.00002672239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001177398,"about_ca_topic_score_gemma":0.00003983975,"domain_scores_codex":[0.9993116,0.00005170628,0.0002559047,0.0001859453,0.00008908892,0.0001057249],"domain_scores_gemma":[0.9996648,0.00005450971,0.00008249369,0.0001428429,0.00004154364,0.00001382082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003799565,0.002086603,0.3202593,0.0002219096,0.002706813,0.0001417116,0.001135902,0.02956047,0.31312,0.008898417,0.03201731,0.286052],"study_design_scores_gemma":[0.008893219,0.0004431988,0.6828532,0.001008778,0.0004438483,0.00002823275,0.001029684,0.002082144,0.1113393,0.001342425,0.1895641,0.0009718906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703634,0.0003226542,0.002146028,0.001852508,0.0007297309,0.0001265816,0.00001809627,0.00001516501,0.02442578],"genre_scores_gemma":[0.9956407,0.001009524,0.0001073447,0.0007631332,0.0001210783,0.00001287144,0.0004238063,0.000006331333,0.001915216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.362594,"threshold_uncertainty_score":0.2322964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138785809492332,"score_gpt":0.3119016047323295,"score_spread":0.3005137466374062,"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."}}