{"id":"W4406869847","doi":"10.1200/jco.2025.43.4_suppl.614","title":"Evaluating the safety of immune checkpoint inhibitors prior to liver transplant.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Alberta; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Immune system; Oncology; Cancer research; Intensive care medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003467203,0.0002580089,0.0004798705,0.0005384925,0.0002705349,0.0006474621,0.0002873018,0.0004056726,0.002037297],"category_scores_gemma":[0.00642933,0.0001247806,0.0007270239,0.0005948588,0.0002040741,0.0005810429,0.0002520065,0.0006038515,0.0004767419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006483226,"about_ca_system_score_gemma":0.000696941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927111,"about_ca_topic_score_gemma":0.0005229391,"domain_scores_codex":[0.9986457,0.0004406146,0.0002275625,0.0001976006,0.0003374845,0.000150956],"domain_scores_gemma":[0.9885517,0.002863403,0.006332597,0.0004066494,0.001045634,0.0007999525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01348592,0.000371466,0.9550945,0.0001907741,0.0002543161,0.0001427914,0.00004864532,0.0003596393,0.0009998111,0.00004182202,0.0002860533,0.02872442],"study_design_scores_gemma":[0.0005115027,0.03056839,0.9583012,0.0001200077,0.0007355412,0.001002045,0.0001117098,0.001219809,0.003782052,0.0001106458,0.003519559,0.00001738491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934555,0.00364227,0.0003621778,0.0001092581,0.00002575194,0.00008544312,0.0006846603,0.00001183033,0.001623244],"genre_scores_gemma":[0.9976252,0.00057004,0.0002539798,0.0001175307,0.00006941787,0.00004665676,0.001051197,0.000005239208,0.0002607281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003467203,"threshold_uncertainty_score":0.01833653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.154004049049078,"score_gpt":0.516895985665552,"score_spread":0.3628919366164739,"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."}}