{"id":"W4410809842","doi":"10.1200/jco.2025.43.16_suppl.2664","title":"Association of intestinal exfoliome and Prevotellaceae with toxicity and clinical outcome during immune-checkpoint blockade.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Toxicity; Blockade; Immune checkpoint; Internal medicine; Receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004784667,0.000159283,0.0003372187,0.0002688309,0.0002013097,0.0004313372,0.0001495408,0.0002593268,0.0009450651],"category_scores_gemma":[0.001027397,0.00007809666,0.0003726446,0.0003541999,0.000139017,0.0001988236,0.0002443122,0.0003859008,0.0001269422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005688347,"about_ca_system_score_gemma":0.0003952598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003515798,"about_ca_topic_score_gemma":0.004116535,"domain_scores_codex":[0.999796,0.00004727067,0.00001699572,0.0000437357,0.0000423163,0.00005366885],"domain_scores_gemma":[0.9991196,0.0001081972,0.0004720845,0.00004047925,0.00009253907,0.0001670512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004190498,0.0001127634,0.9812322,0.00006040486,0.0001957299,0.0001012644,0.00005094955,0.0001356963,0.003849996,0.00001148071,0.0001829419,0.009876037],"study_design_scores_gemma":[0.00002256333,0.0005471327,0.9984714,0.000007887503,0.00006433901,0.000137683,0.00003058236,0.0001947931,0.0002560217,0.00001380869,0.0002512882,0.000002467848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981827,0.0009933023,0.00007121603,0.00005887227,0.000005285252,0.00001359394,0.0004124675,0.000005950193,0.000256641],"genre_scores_gemma":[0.9992396,0.0001069571,0.00005501346,0.00002981029,0.000005797099,0.000007614535,0.000363182,0.000001664502,0.0001903068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003515798,"threshold_uncertainty_score":0.006990671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647838485524735,"score_gpt":0.4325353031947334,"score_spread":0.376056918339486,"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."}}