{"id":"W4402795889","doi":"10.1016/j.jaccao.2024.07.017","title":"Cardiovascular Considerations Before Cancer Therapy","year":2024,"lang":"fi","type":"review","venue":"JACC CardioOncology","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Cancer therapy; Cancer; Medicine; Intensive care medicine; Internal medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001734166,0.001594339,0.00781128,0.0007178291,0.0004413815,0.0002107215,0.0003565691,0.002945034,0.001624684],"category_scores_gemma":[0.0002869435,0.001344733,0.009833725,0.001101621,0.0005748806,0.0001783722,0.0002066804,0.002828551,0.001740237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684743,"about_ca_system_score_gemma":0.005265679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000394119,"about_ca_topic_score_gemma":0.0001786236,"domain_scores_codex":[0.9926097,0.001345259,0.001552327,0.002063858,0.001134419,0.001294451],"domain_scores_gemma":[0.9957367,0.0004938623,0.0004532909,0.00214073,0.0006274945,0.0005479667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005266771,0.0001323717,0.00002870199,0.008672969,0.04099588,0.001501324,0.001265101,0.00006305176,0.0003139077,0.001179262,0.03178569,0.9140091],"study_design_scores_gemma":[0.002476124,0.0005824361,0.00006333966,0.006243857,0.02525683,0.002993814,0.0002137827,0.00002001864,0.0005418987,0.0004669021,0.9601411,0.0009999602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006878628,0.9599627,0.0001090159,0.002893569,0.009997626,0.005076926,0.0006863251,0.0003644227,0.02022152],"genre_scores_gemma":[0.009159582,0.9635218,0.0001506591,0.002164116,0.01413001,0.00248607,0.0005645184,0.0004088881,0.007414398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9283553,"threshold_uncertainty_score":0.9996805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07968813380517793,"score_gpt":0.3692631612863677,"score_spread":0.2895750274811898,"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."}}