{"id":"W2958239779","doi":"10.1634/theoncologist.2019-0263","title":"Adjuvant Trastuzumab Therapy: Can We Balance Efficacy and Safety?","year":2019,"lang":"en","type":"article","venue":"The Oncologist","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; McMaster University; Impact","funders":"","keywords":"Trastuzumab; Medicine; Cardiotoxicity; Oncology; Adjuvant; Breast cancer; Internal medicine; Randomized controlled trial; Asymptomatic; Clinical trial; Intensive care medicine; Cancer; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.000276138,0.0001257868,0.0002947545,0.00002398813,0.00009081847,0.00001618822,0.00009370223,0.00009647821,0.0001321295],"category_scores_gemma":[0.00003243664,0.00007702767,0.00006348033,0.000104701,0.0001668292,0.00002957687,0.00002174812,0.000220854,0.00004640143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397667,"about_ca_system_score_gemma":0.0001083862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006467332,"about_ca_topic_score_gemma":0.0000252651,"domain_scores_codex":[0.9992301,0.00006554523,0.00015179,0.0002049162,0.0001574109,0.0001902449],"domain_scores_gemma":[0.9993539,0.0001689532,0.00006521046,0.000315727,0.0000305745,0.0000656144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00210054,0.000320128,0.006234482,0.00007239185,0.0002280261,0.00002670339,0.003205311,0.00002931342,0.563772,0.00117092,0.001887945,0.4209523],"study_design_scores_gemma":[0.03019604,0.005118049,0.4217063,0.0004324387,0.0001997085,0.0005856492,0.002280106,0.0004337807,0.2345896,0.001491565,0.3022703,0.0006965319],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701961,0.001225484,0.00003390672,0.01494262,0.000171742,0.0008208948,0.000008015681,0.00007094595,0.01253032],"genre_scores_gemma":[0.9926513,0.002497208,0.0000771331,0.002359766,0.000202303,0.00001499794,0.00001238678,0.00001672599,0.002168107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202557,"threshold_uncertainty_score":0.3141097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048914700952035,"score_gpt":0.2785177104400517,"score_spread":0.2580285634305313,"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."}}