{"id":"W2088949250","doi":"10.1177/1534735411433202","title":"Optimal Mode for Maximal Aerobic Exercise Testing in Breast Cancer Survivors","year":2012,"lang":"en","type":"article","venue":"Integrative Cancer Therapies","topic":"Cancer survivorship and care","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Camosun College; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Breast cancer; Aerobic exercise; Medicine; Oncology; Internal medicine; Cancer; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002327547,0.0003650662,0.000575253,0.0001763101,0.00009622314,0.00003308997,0.0001461173,0.0001318798,0.0005034461],"category_scores_gemma":[0.00003424364,0.0002734484,0.000170851,0.000468752,0.0001579752,0.000311416,0.00003184289,0.0003234394,0.00000616039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303954,"about_ca_system_score_gemma":0.000276172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03331278,"about_ca_topic_score_gemma":0.02784912,"domain_scores_codex":[0.9983634,0.00005625943,0.0003226114,0.0003548609,0.0002401289,0.0006626998],"domain_scores_gemma":[0.9988517,0.0001832162,0.0001183653,0.0002288764,0.0004363098,0.0001815994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003822999,0.0003875024,0.7383531,0.0003539532,0.0003573115,0.000008693807,0.05969222,0.0003865797,0.01648122,0.0005871194,0.001727274,0.1778421],"study_design_scores_gemma":[0.01330676,0.001110501,0.7279324,0.01125283,0.001017971,0.0001623063,0.1070115,0.00592514,0.07661403,0.001004421,0.05108738,0.003574776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716522,0.02182806,0.0008232384,0.002166329,0.001283174,0.0009464772,0.0005758484,0.0001069078,0.000617823],"genre_scores_gemma":[0.9932049,0.001142328,0.001188484,0.0005953367,0.0007354872,0.002055283,0.00003125855,0.00007350754,0.000973402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1742673,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03751821325846988,"score_gpt":0.3304095867640834,"score_spread":0.2928913735056136,"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."}}