{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009350726,0.0002035723,0.0003238925,0.0003500878,0.0002200469,0.000363401,0.0004209228,0.0003400677,0.002082307],"category_scores_gemma":[0.002839546,0.00009990211,0.0004349349,0.0005840824,0.0002137923,0.0001674807,0.0003165621,0.0006680221,0.0001350774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00059708,"about_ca_system_score_gemma":0.0004700392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009344136,"about_ca_topic_score_gemma":0.01872932,"domain_scores_codex":[0.9993425,0.0001851153,0.000054966,0.000171937,0.0001513624,0.00009413772],"domain_scores_gemma":[0.997511,0.0006659837,0.001293576,0.0001231087,0.0001775224,0.000228835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005641205,0.000098132,0.9916283,0.00005763137,0.0003284558,0.00001163919,0.00002974966,0.0001193049,0.0001590159,0.00001872752,0.000189169,0.006795743],"study_design_scores_gemma":[0.000008472867,0.0001014611,0.9995165,0.000006942929,0.00005371523,0.00002083358,0.00001498676,0.00006901074,0.00003061527,0.00001101756,0.0001646149,0.000001786327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945976,0.002998253,0.0001540896,0.0001633383,0.00001770632,0.00002716885,0.001075674,0.000008905804,0.0009572962],"genre_scores_gemma":[0.9985651,0.0003136784,0.0001341158,0.00004248213,0.00001365997,0.00002294079,0.0006255794,0.000001633848,0.0002807524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009344136,"threshold_uncertainty_score":0.01857948,"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."}}