{"id":"W2320223773","doi":"10.9778/cmajo.20150033","title":"Association of hospital and physician case volumes with cardiac monitoring and cardiotoxicity during adjuvant trastuzumab treatment for breast cancer: a retrospective cohort study","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Canadian Centre for Applied Research in Cancer Control; Health Sciences Centre; Kingston General Hospital; University of Toronto; University Health Network; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cardiotoxicity; Trastuzumab; Breast cancer; Internal medicine; Retrospective cohort study; Heart failure; Cohort; Population; Intensive care medicine; Emergency medicine; Cancer; Oncology; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002060728,0.0001644163,0.0006432352,0.00003604887,0.0001378405,0.00003603705,0.00003563306,0.0000607033,0.000002160936],"category_scores_gemma":[0.0000184522,0.0001121653,0.00007541691,0.00007792898,0.00004146171,0.000207297,0.00003443933,0.00004988354,1.483971e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098561,"about_ca_system_score_gemma":0.00007639494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00253877,"about_ca_topic_score_gemma":0.0002464612,"domain_scores_codex":[0.999072,0.00004261141,0.0001594054,0.0003515412,0.0001968449,0.0001776164],"domain_scores_gemma":[0.9993514,0.00004833637,0.0001518934,0.0001770419,0.0001866092,0.0000847388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003519946,0.0001866579,0.9334949,0.00003483005,0.001448613,0.00002790945,0.001997858,5.517543e-7,0.04138451,0.000001685623,0.000008207532,0.02106229],"study_design_scores_gemma":[0.005482241,0.001321616,0.8583214,0.0001888456,0.0006143191,0.00004611068,0.00170786,0.000003120024,0.1321695,0.000006048559,0.000007811137,0.0001311206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951931,0.0001205214,0.00001785897,0.0002292375,0.00009694549,0.003876518,0.0003604804,0.0000189979,0.000086336],"genre_scores_gemma":[0.9986292,0.0002158045,0.00005864352,0.000004618649,0.0002867745,0.000528326,0.00000313161,0.00002495485,0.0002486221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09078494,"threshold_uncertainty_score":0.4573967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009566049689492028,"score_gpt":0.273427123429682,"score_spread":0.2638610737401899,"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."}}