{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01478624,0.000364254,0.0005341458,0.0005265521,0.0002451749,0.0008210044,0.0005424395,0.0004158407,0.001541787],"category_scores_gemma":[0.03873717,0.0002435543,0.001326132,0.0008552477,0.0005235002,0.0007330949,0.0007198293,0.0008954953,0.00009528345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486287,"about_ca_system_score_gemma":0.001183407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578641,"about_ca_topic_score_gemma":0.002920563,"domain_scores_codex":[0.9904782,0.007103208,0.0006172725,0.0005469962,0.001012557,0.0002417218],"domain_scores_gemma":[0.9545345,0.02627345,0.0166999,0.001502224,0.0005447761,0.0004451229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004447665,0.0001347088,0.9594995,0.0003193686,0.001479696,0.00009175588,0.0001209149,0.007271535,0.000447048,0.0003007699,0.0003286234,0.02555846],"study_design_scores_gemma":[0.00123001,0.009344019,0.9592305,0.0002949401,0.002603298,0.001208646,0.0002697508,0.01908094,0.002347133,0.001342626,0.003011408,0.00003676932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880462,0.005130515,0.004581576,0.0003325184,0.00001691199,0.00039898,0.0006179246,0.00002945598,0.0008459546],"genre_scores_gemma":[0.9958172,0.001168116,0.00191123,0.0001082605,0.00002912136,0.0002232907,0.0005303002,0.000007763908,0.0002047279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01478624,"threshold_uncertainty_score":0.07819796,"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."}}