{"id":"W2591279795","doi":"10.1182/blood.v128.22.5280.5280","title":"Building a Targeted Approach to Assess Risk of Anthracycline Induced Cardiomyopathy Amongst Paediatric Cancer Patients","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiotoxicity; Medicine; Pharmacogenomics; Internal medicine; Oncology; Anthracycline; Cancer; Subclinical infection; Cardiomyopathy; ADME; Intensive care medicine; Pharmacology; Bioinformatics; Breast cancer; Drug; Heart failure; Chemotherapy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002376786,0.0005628266,0.0006808239,0.001950058,0.0004952266,0.001217919,0.0006807278,0.0006791393,0.004121435],"category_scores_gemma":[0.004914627,0.0002576384,0.0007471894,0.0009578445,0.000233119,0.0005565735,0.001418209,0.0008293798,0.001368466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000748992,"about_ca_system_score_gemma":0.0009557005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003483654,"about_ca_topic_score_gemma":0.003122525,"domain_scores_codex":[0.9985045,0.000626015,0.0001354289,0.0002635641,0.0003365774,0.0001338053],"domain_scores_gemma":[0.997472,0.0006248136,0.0006847634,0.0001346913,0.0007584281,0.0003253282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004563434,0.0003932013,0.9271605,0.0002692262,0.0001137982,0.0003232782,0.0005853664,0.0007265676,0.00370835,0.0003311419,0.001849827,0.06408244],"study_design_scores_gemma":[0.00007101098,0.003060867,0.9693842,0.0003018391,0.0003207348,0.00181225,0.001441366,0.006029209,0.006334919,0.0009013435,0.01027342,0.00006880022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562436,0.002661558,0.02084334,0.002011541,0.0001338671,0.001863554,0.005743584,0.0003296066,0.01016929],"genre_scores_gemma":[0.9621666,0.001321059,0.0300192,0.0005372094,0.00007419138,0.001399751,0.001946026,0.00002498936,0.002510985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004121435,"threshold_uncertainty_score":0.01378751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037406242333513,"score_gpt":0.2721535160418664,"score_spread":0.2517794536185313,"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."}}