{"id":"W3108129662","doi":"10.3390/curroncol28010007","title":"Emergency Department Utilization for Patients Receiving Immune Checkpoint Inhibitors: A Retrospective Analysis of Identification and Outcomes for Those Presenting for Immune-Related Adverse Events","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Emergency department; Adverse effect; Retrospective cohort study; Presentation (obstetrics); Single Center; Pediatrics; Emergency medicine; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009008985,0.0002160714,0.0004349229,0.001218388,0.0003985496,0.0005906989,0.0003997123,0.0003593169,0.00154799],"category_scores_gemma":[0.003079789,0.0002676831,0.0006038104,0.001383301,0.0002803951,0.00054218,0.0005220444,0.000590754,0.0002007923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305427,"about_ca_system_score_gemma":0.0005619748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002597593,"about_ca_topic_score_gemma":0.002624301,"domain_scores_codex":[0.9989372,0.0002256388,0.0002277666,0.000228768,0.0002080908,0.0001725161],"domain_scores_gemma":[0.9955324,0.0008244115,0.002674162,0.0001760961,0.0003550807,0.0004378671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005038788,0.00001573835,0.9989704,0.00001280228,0.00002727256,0.000169148,0.00003404496,0.00001965499,0.00004600974,0.00000803534,0.0001188167,0.0005277677],"study_design_scores_gemma":[0.00001374506,0.0001694682,0.9966896,0.00003644892,0.00004004574,0.001963231,0.0005367821,0.0001650547,0.00008618679,0.0000133012,0.0002794341,0.00000667105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978662,0.0008533857,0.0001019924,0.00006510929,0.000009342708,0.00002682078,0.0006706013,0.000005194459,0.0004012897],"genre_scores_gemma":[0.9990456,0.0002768531,0.00007365473,0.00005622809,0.00001412253,0.00001756294,0.0004739838,0.000002507141,0.0000395688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002597593,"threshold_uncertainty_score":0.005178571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07512524394048144,"score_gpt":0.3970057462585445,"score_spread":0.3218805023180631,"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."}}