{"id":"W4321765041","doi":"10.1200/jco.22.00074","title":"Impact of Antibiotic Exposure Before Immune Checkpoint Inhibitor Treatment on Overall Survival in Older Adults With Cancer: A Population-Based Study","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Antibiotics; Proportional hazards model; Cancer; Retrospective cohort study; Cohort; Population; Medical prescription; Confidence interval; Pharmacology; Environmental health","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":[0.0009164302,0.0003049181,0.0004835166,0.0007124702,0.0006799686,0.0008889955,0.0005698728,0.0005734067,0.00105774],"category_scores_gemma":[0.003728766,0.0003479318,0.001012683,0.001643072,0.0003676046,0.0006159434,0.0005751443,0.0007693443,0.0001811906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165082,"about_ca_system_score_gemma":0.00143202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06959075,"about_ca_topic_score_gemma":0.09168625,"domain_scores_codex":[0.9988334,0.0001997454,0.0001605217,0.0003864322,0.0002147907,0.000205106],"domain_scores_gemma":[0.9967657,0.0003317875,0.001832575,0.0002847442,0.0004124609,0.0003726259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006835573,0.00001903325,0.9990668,0.00001564549,0.0001054583,0.00001989912,0.00003539818,0.00001794642,0.00004196909,0.000009841784,0.00009244324,0.0005072972],"study_design_scores_gemma":[0.0000128618,0.00009967331,0.9990554,0.00001632751,0.0001154845,0.0000881495,0.0001171722,0.0001346009,0.00002114735,0.00001670165,0.0003184901,0.000003953198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965862,0.0008294392,0.0001619377,0.0001015695,0.00001496917,0.00002701364,0.001786013,0.000004733124,0.000488048],"genre_scores_gemma":[0.9986458,0.0002526172,0.00009638647,0.0000875944,0.00002372543,0.00001833952,0.0007878115,0.000002044044,0.00008573387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06959075,"threshold_uncertainty_score":0.1383713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06076598604988435,"score_gpt":0.4486368202333411,"score_spread":0.3878708341834567,"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."}}