{"id":"W7117359197","doi":"10.1093/jnci/djaf373","title":"Impact of age and frailty on acute care use during immune checkpoint inhibitor treatment","year":2025,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Princess Margaret Cancer Centre; Institute for Work & Health; Institute for Clinical Evaluative Sciences; Toronto General Hospital; University Health Network; University of Toronto","funders":"Conquer Cancer Foundation","keywords":"Acute toxicity; Acute care; MEDLINE; Disease; Immune system; Risk assessment; Immunotherapy","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":[0.001874224,0.0001770808,0.0004062853,0.0004973071,0.0004761429,0.0006972313,0.00036968,0.0002548679,0.001603566],"category_scores_gemma":[0.009022363,0.0001291208,0.0008631385,0.0008739691,0.0002934638,0.0004723927,0.0006543875,0.000651578,0.00009465864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587128,"about_ca_system_score_gemma":0.001689713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04076407,"about_ca_topic_score_gemma":0.0668945,"domain_scores_codex":[0.9986446,0.0003627699,0.0001991242,0.0001942929,0.0003217438,0.0002772904],"domain_scores_gemma":[0.9913365,0.001258515,0.005445374,0.0003248564,0.0006049743,0.001029832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001723129,0.00002726872,0.9966107,0.00002600045,0.0001171434,0.00002545134,0.00004779355,0.0001066921,0.00003562196,0.0000282227,0.00017609,0.002626742],"study_design_scores_gemma":[0.000008035305,0.00007734287,0.9993871,0.00002243064,0.00003916803,0.0000463589,0.00003947158,0.000161102,0.00002204068,0.00002843207,0.0001657167,0.00000283039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960043,0.001222456,0.0001458767,0.0003044014,0.00001240568,0.00002987229,0.001363581,0.000004177336,0.0009130047],"genre_scores_gemma":[0.9990078,0.0002338773,0.00007137733,0.00008263491,0.00001625934,0.00001457179,0.0005073843,0.000001228129,0.00006493596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04076407,"threshold_uncertainty_score":0.08105356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415744738133492,"score_gpt":0.3691085736606888,"score_spread":0.3249511262793539,"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."}}