{"id":"W4417453192","doi":"10.3390/cancers17244026","title":"Associations of Breast Cancer Treatments with One-Year Changes in Health-Related Fitness","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Canadian Patient Safety Institute; University of Calgary; Alberta Cancer Foundation; University of Alberta","funders":"Canada Research Chairs; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions","keywords":"Cardiorespiratory fitness; Breast cancer; Lean body mass; Confidence interval; Cancer; Cohort; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0000592279,0.00008592517,0.0003254133,0.00013701,0.00003271678,0.00000331567,0.00003670364,0.00005294453,0.0002071333],"category_scores_gemma":[0.00000649782,0.00007156056,0.00003040502,0.0005079461,0.0000487932,0.00002558906,0.000008294238,0.00009650813,0.00000110604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003217585,"about_ca_system_score_gemma":0.001466284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05609226,"about_ca_topic_score_gemma":0.03020171,"domain_scores_codex":[0.9993377,0.00001705397,0.0001891736,0.0001544918,0.0001243368,0.0001771999],"domain_scores_gemma":[0.9996067,0.00001848417,0.000125671,0.0001288242,0.00006189054,0.00005846428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004044492,0.0001009416,0.9735605,0.0002165498,0.0005077791,0.00000412202,0.001308029,0.0008582686,0.0002928396,0.0002843014,0.001440144,0.02102207],"study_design_scores_gemma":[0.00323346,0.000138496,0.9941689,0.0008620925,0.00008680261,9.034277e-7,0.0002764283,0.00006632872,0.0003992825,0.0000234398,0.0006761081,0.00006775879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98956,0.001348421,0.000005446651,0.006337395,0.0002000974,0.0004557601,0.0004572156,0.00002572733,0.001609935],"genre_scores_gemma":[0.9968612,0.0009176435,0.00003163179,0.0003497243,0.00002485637,0.00007673168,0.00003516306,0.00001053819,0.00169253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02589056,"threshold_uncertainty_score":0.9874946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717255625863541,"score_gpt":0.3274885549463651,"score_spread":0.3003159986877297,"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."}}