{"id":"W6980499852","doi":"","title":"Characterization and prevention of chemotherapy induced cardiac dysfunction","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cardiotoxicity; Ejection fraction; Trastuzumab; Doxorubicin; Cardiac dysfunction; Chemotherapy; Oxidative stress; Breast cancer; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001616942,0.0002144781,0.0001753017,0.0002828726,0.00007972644,0.00012722,0.0001010639,0.0001705168,0.0008997713],"category_scores_gemma":[0.0001066115,0.00006626027,0.0001376344,0.0001325494,0.0001487023,0.0001186246,0.00009373338,0.000280749,0.0001688693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067638,"about_ca_system_score_gemma":0.0001000887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000159065,"about_ca_topic_score_gemma":0.0002755433,"domain_scores_codex":[0.9999219,0.00001039296,0.000007102508,0.00001587376,0.00002572421,0.00001887041],"domain_scores_gemma":[0.9998467,0.00001580223,0.00006025549,0.00001105488,0.00003157757,0.00003452156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002524214,0.00004437185,0.001840331,0.00003576057,0.000003877135,0.00003833645,0.000007138839,0.00002518668,0.9963218,0.00001535767,0.00002284215,0.001392668],"study_design_scores_gemma":[0.0000444598,0.002898958,0.1138048,0.00002535317,0.00005752779,0.001077144,0.0000514077,0.001277535,0.8785522,0.000073171,0.002129691,0.000007689261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949564,0.001803598,0.001795262,0.00004137903,0.00001553373,0.00005663243,0.0004938907,0.00003217538,0.0008051555],"genre_scores_gemma":[0.9947712,0.001082948,0.001695029,0.0000450635,0.00001123462,0.00006480597,0.001123087,0.0000109733,0.001195756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008997713,"threshold_uncertainty_score":0.003009975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221293836883435,"score_gpt":0.2002675604740111,"score_spread":0.1880546221051767,"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."}}