{"id":"W2047516551","doi":"10.3747/co.20.1470","title":"Predicting the Risk of Cardiovascular Comorbidities in Adult Cancer Survivors","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Relative risk; Internal medicine; Heart failure; Disease; Cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003741063,0.00009229093,0.0003703372,0.0000614989,0.00004187717,0.000004322765,0.00007525023,0.00009775382,0.0000861454],"category_scores_gemma":[0.0001675979,0.0000643615,0.0002161793,0.0001502352,0.0001386465,0.00004917827,0.00002461139,0.0003369018,0.000007445825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547252,"about_ca_system_score_gemma":0.000124866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101888,"about_ca_topic_score_gemma":0.001393751,"domain_scores_codex":[0.9990306,0.0002132434,0.0002459845,0.0001488025,0.0001917286,0.000169674],"domain_scores_gemma":[0.9992647,0.000163215,0.0001086245,0.0002377398,0.0001832723,0.00004251713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005110884,0.0002470786,0.7049474,0.0002551887,0.0007123178,0.000003777142,0.00510583,0.0005050397,0.004363064,0.0001290894,0.001203837,0.2824763],"study_design_scores_gemma":[0.007109584,0.0006175601,0.8204771,0.0007402765,0.001202703,0.00007712897,0.008842334,0.005673945,0.07961144,0.0007099865,0.07457087,0.0003670938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918858,0.004896319,0.00008486586,0.0005349047,0.0007849415,0.000571933,0.00001307887,0.00002090307,0.001207233],"genre_scores_gemma":[0.9930568,0.006292303,0.00002516451,0.00007964121,0.0003229606,0.0001759511,0.00001039945,0.00001033019,0.00002643963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2821092,"threshold_uncertainty_score":0.9964024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05334640096914404,"score_gpt":0.3399839506557967,"score_spread":0.2866375496866527,"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."}}