{"id":"W4405751176","doi":"10.1161/jaha.124.035689","title":"Myocarditis in Patients Starting Combination Checkpoint Inhibitor Therapy: Analysis of a Commercial Claims Database","year":2024,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Heart, Lung, and Blood Institute; Hamilton Health Sciences Foundation; National Institutes of Health; Brigham and Women's Hospital","keywords":"Medicine; Myocarditis; Database; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002459449,0.0003405827,0.0007676752,0.001938275,0.0003822218,0.001152262,0.0007742319,0.0005947089,0.001575349],"category_scores_gemma":[0.006687945,0.0004562857,0.001326541,0.003160943,0.0002535861,0.0006445321,0.000812909,0.000828076,0.0002219342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006689018,"about_ca_system_score_gemma":0.0007152369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005739099,"about_ca_topic_score_gemma":0.004417416,"domain_scores_codex":[0.9974996,0.0007211911,0.0004305464,0.0005962263,0.0005442912,0.000208112],"domain_scores_gemma":[0.9886202,0.002580586,0.006958063,0.0007331489,0.0005160494,0.0005919711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003107551,0.00004617684,0.9984517,0.00002249563,0.0002137418,0.00005877245,0.00002180019,0.00007014125,0.00006648622,0.00001432298,0.0001153742,0.0006082787],"study_design_scores_gemma":[0.0000752015,0.0001509216,0.9973001,0.00002430755,0.0001964524,0.0003681434,0.0001028973,0.001499654,0.00006807328,0.00002818615,0.0001773267,0.00000863784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974666,0.0003199008,0.0001035574,0.00005035427,0.000004658606,0.00002029313,0.001863366,0.000003435823,0.0001679098],"genre_scores_gemma":[0.9970291,0.000173718,0.0001316617,0.00003676388,0.00001724948,0.00002728243,0.002536198,0.000002404963,0.00004558919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005739099,"threshold_uncertainty_score":0.01300699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363445088245662,"score_gpt":0.293927745752022,"score_spread":0.2802932948695653,"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."}}