{"id":"W4391035252","doi":"10.1001/jamanetworkopen.2023.51062","title":"Late Cardiac Toxic Effects Associated With Treatment Protocols for Hodgkin Lymphoma in Children","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Centre hospitalier universitaire de Québec; Université Laval; University of Alberta; University of British Columbia; Public Health Ontario; University Health Network; University of Toronto","funders":"National Cancer Institute; University at Buffalo; Seagen; Children's Healthcare of Atlanta; Regeneron Pharmaceuticals; Genentech; St. Baldrick's Foundation; AstraZeneca; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Lymphoma; Hodgkin lymphoma; Oncology; Cardiac toxicity; Internal medicine; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006123644,0.0002193273,0.0005504466,0.00006094548,0.00007186931,0.0002285107,0.0001223725,0.0001954492,0.00001332564],"category_scores_gemma":[0.00004640049,0.0001641789,0.0001619935,0.0004379757,0.0000252236,0.0001779058,0.00003782463,0.0001067947,0.00001107545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005860078,"about_ca_system_score_gemma":0.0002515167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121557,"about_ca_topic_score_gemma":0.00005661729,"domain_scores_codex":[0.9987096,0.0001418344,0.0002137108,0.0003952394,0.0001716551,0.0003679952],"domain_scores_gemma":[0.9992876,0.0002534206,0.0000592748,0.0002625369,0.00003862003,0.00009851565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004557264,0.001075642,0.2376091,0.0004745752,0.005901496,0.0002195134,0.001788017,0.001134195,0.01399841,0.0007497286,0.01498127,0.7175108],"study_design_scores_gemma":[0.02536136,0.004387815,0.8519119,0.008175297,0.0005579189,0.00004392357,0.00002696573,0.002076887,0.08452147,0.0007766597,0.02155475,0.0006050907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441072,0.0003572078,0.00008784808,0.0007079608,0.00009706807,0.05258976,0.00003638146,0.0001098447,0.001906686],"genre_scores_gemma":[0.9638513,0.00004848405,0.0004780627,0.0004647951,0.0007856834,0.03220102,0.0003424153,0.00006868137,0.001759561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7169057,"threshold_uncertainty_score":0.6695021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759001862545088,"score_gpt":0.3049485187637908,"score_spread":0.2873585001383399,"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."}}