{"id":"W1988674152","doi":"10.1634/theoncologist.2014-0078","title":"Pre-Exercise Participation Cardiovascular Screening in a Heterogeneous Cohort of Adult Cancer Patients","year":2014,"lang":"en","type":"article","venue":"The Oncologist","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Physical therapy; Cohort; Internal medicine; Sports medicine; Risk stratification; Adverse effect; Metabolic equivalent; Disease; Risk assessment; Physical activity","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":[0.0003627486,0.0001968245,0.0003231819,0.0005704087,0.0004701866,0.0005774353,0.0002343674,0.0004059629,0.0007670094],"category_scores_gemma":[0.001559854,0.000154029,0.0003014989,0.0007002339,0.0002462061,0.0003031358,0.0003893525,0.0004715514,0.0001526441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734217,"about_ca_system_score_gemma":0.0002493602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003333091,"about_ca_topic_score_gemma":0.00366728,"domain_scores_codex":[0.9996493,0.00008419238,0.00003527842,0.0001021541,0.00006849245,0.00006062553],"domain_scores_gemma":[0.9991432,0.0001398451,0.0003733672,0.00005710128,0.00006023406,0.0002261432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005973989,0.00002149652,0.9991345,0.00000267461,0.00001608948,0.00006405103,0.00003167259,0.00001569438,0.0001386704,0.000005209639,0.00002648882,0.0004837628],"study_design_scores_gemma":[0.000004726421,0.0001005911,0.9993129,0.000002649399,0.0000157981,0.0002775252,0.0001122967,0.00007966965,0.00002254172,0.00001079297,0.0000587946,0.000001546124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995566,0.00009344252,0.00004866091,0.00002858791,0.000002667388,0.000008515754,0.000107178,0.000001398177,0.0001529774],"genre_scores_gemma":[0.9996446,0.00005465749,0.00003950412,0.00002933539,0.000007683022,0.00000770211,0.0001887741,7.059733e-7,0.00002702444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003333091,"threshold_uncertainty_score":0.006627381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807668930336651,"score_gpt":0.2949200106106782,"score_spread":0.2768433213073117,"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."}}