{"id":"W2209859982","doi":"10.1093/jnci/djv301","title":"The Temporal Risk of Heart Failure Associated With Adjuvant Trastuzumab in Breast Cancer Patients: A Population Study","year":2015,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Trastuzumab; Breast cancer; Medicine; Oncology; Internal medicine; Adjuvant; Population; Heart failure; Cancer; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005090167,0.0001802998,0.0002527698,0.0005189095,0.0005065242,0.0005458096,0.0003837051,0.0003231286,0.000914344],"category_scores_gemma":[0.001597108,0.0002642061,0.0004462711,0.001200728,0.0002739812,0.0003117667,0.0004253689,0.0005046668,0.0001303012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267849,"about_ca_system_score_gemma":0.001207371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1029212,"about_ca_topic_score_gemma":0.1192489,"domain_scores_codex":[0.9995829,0.00008048052,0.00003050742,0.0001250742,0.0000830727,0.00009792287],"domain_scores_gemma":[0.9989859,0.00009948558,0.0005069317,0.0001022356,0.000129487,0.000175966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007444283,0.00001464803,0.99922,0.000003381307,0.00003801214,0.0000433271,0.00006141237,0.00001239535,0.00006163229,0.000006726199,0.0000620818,0.0004019631],"study_design_scores_gemma":[0.000008767227,0.00003923601,0.9994884,0.000002656873,0.00002705739,0.00008977956,0.00009843022,0.00007693672,0.00001146132,0.00001014507,0.0001451361,0.00000203923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989325,0.0002083028,0.0000482611,0.0000421736,0.000002892423,0.000008524994,0.0004310382,0.00000227109,0.0003239793],"genre_scores_gemma":[0.9994168,0.0001313935,0.00003429976,0.00001904982,0.000007033575,0.000008617625,0.000303052,0.000001023327,0.00007862126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029212,"threshold_uncertainty_score":0.2046442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783748178868903,"score_gpt":0.3083589954833537,"score_spread":0.2805215136946646,"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."}}