{"id":"W2958801141","doi":"10.1089/jwh.2018.6979","title":"Personalized Care in the Prevention of Treatment-Related Cardiac Dysfunction in Female Cancer Survivors","year":2019,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Cardiotoxicity; Cancer; Quality of life (healthcare); Intensive care medicine; Population; Disease; Radiation therapy; Chemotherapy; Internal medicine; Environmental health; Nursing","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":[0.001268187,0.0002260924,0.0002734679,0.0005775187,0.0004160193,0.0006974553,0.000339595,0.0008454182,0.002702808],"category_scores_gemma":[0.003922734,0.0000881382,0.0004303712,0.0002697074,0.0002423774,0.0005552925,0.0008968876,0.001375405,0.0002897031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005376175,"about_ca_system_score_gemma":0.001371284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048172,"about_ca_topic_score_gemma":0.003138727,"domain_scores_codex":[0.9994298,0.0003368377,0.00003556182,0.00004004325,0.0001070151,0.00005081564],"domain_scores_gemma":[0.9991161,0.000479204,0.000154854,0.00002825033,0.0001034161,0.0001182373],"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":[0.0001432067,0.0003090488,0.02270264,0.003141574,0.0002068517,0.0006426772,0.0008628095,0.0007959781,0.001151331,0.005504609,0.04818905,0.9163502],"study_design_scores_gemma":[0.0003195868,0.002679215,0.1744071,0.02688007,0.001252641,0.006380022,0.004102502,0.002697433,0.00320483,0.03813881,0.739808,0.0001296945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06990702,0.6367482,0.01785569,0.2141925,0.003238906,0.0003933412,0.0005448107,0.0004272257,0.05669226],"genre_scores_gemma":[0.5231557,0.4091527,0.02425179,0.03307902,0.004073136,0.0004088966,0.0003274762,0.00003696143,0.005514396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002702808,"threshold_uncertainty_score":0.009041786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784655745713225,"score_gpt":0.3174244359424121,"score_spread":0.2995778784852798,"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."}}