{"id":"W4281727461","doi":"10.1200/jco.2022.40.16_suppl.12002","title":"Impact of age and frailty on acute care use during immune checkpoint inhibitor (ICI) treatment: A population-based study.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre","funders":"Conquer Cancer Foundation","keywords":"Medicine; Ipilimumab; Population; Emergency department; Retrospective cohort study; Comorbidity; Cohort; Internal medicine; Cancer; Adverse effect; Emergency medicine; 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":[0.001011217,0.0003623111,0.0003767428,0.000866591,0.0009973552,0.001033588,0.0007424091,0.0006036717,0.001266928],"category_scores_gemma":[0.002263176,0.0004867435,0.0009374231,0.002518381,0.0004850127,0.0006027567,0.0006600086,0.0008248263,0.0002596945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002712492,"about_ca_system_score_gemma":0.002803969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3368632,"about_ca_topic_score_gemma":0.3982177,"domain_scores_codex":[0.999172,0.0001224697,0.00008760495,0.0002057075,0.0002064508,0.0002058615],"domain_scores_gemma":[0.9981755,0.0001427816,0.0008286872,0.0001565405,0.0002824544,0.000414087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005551301,0.0000264454,0.9993439,0.000006570537,0.00005246151,0.00002365072,0.00007040628,0.00001652723,0.00002520157,0.000007688757,0.0001159827,0.0002555128],"study_design_scores_gemma":[0.00001290764,0.00005146402,0.9994419,0.000006205778,0.00002880987,0.00004377649,0.0001396274,0.0001066788,0.000007794739,0.000006827066,0.0001506392,0.000003336929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968015,0.0002019679,0.00005938712,0.00005388366,0.000004781343,0.00004096482,0.002417047,0.000002659795,0.0004179233],"genre_scores_gemma":[0.9982577,0.0001029559,0.00005492535,0.00006123662,0.000008293412,0.00002953817,0.001333002,0.000001628289,0.0001506426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3368632,"threshold_uncertainty_score":0.6698048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196794569539153,"score_gpt":0.4626707010813241,"score_spread":0.3429912441274088,"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."}}