{"id":"W2980707708","doi":"10.1097/01.reo.0000000000000186","title":"An Executive Summary of Reports From an International Multidisciplinary Roundtable on Exercise and Cancer: Evidence, Guidelines, and Implementation","year":2019,"lang":"en","type":"article","venue":"Rehabilitation Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Cancer; Context (archaeology); Sports medicine; Cancer prevention; Physical therapy; Exercise prescription; Prostate cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000461576,0.0001064015,0.0002987371,0.0001334837,0.00003484565,0.00001582692,0.00004385564,0.00009754962,0.0001491542],"category_scores_gemma":[0.000118586,0.00009971335,0.00003332735,0.00009186362,0.00006725595,0.0006937033,0.00003578513,0.00008421645,9.036353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345325,"about_ca_system_score_gemma":0.0002362477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009403063,"about_ca_topic_score_gemma":0.003734091,"domain_scores_codex":[0.998704,0.0001107459,0.0004576236,0.0004077732,0.0002137264,0.0001061781],"domain_scores_gemma":[0.9985638,0.0004203879,0.0002259678,0.0002647506,0.0004252687,0.00009980339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00134882,0.0001988512,0.8878014,0.0001111144,0.00003693283,0.00001132024,0.007074439,0.00005689106,0.01028443,0.0001861366,0.0006235312,0.09226612],"study_design_scores_gemma":[0.001920541,0.006014097,0.9582285,0.0008254072,0.0001314887,0.00002147119,0.01944579,0.0009840576,0.001063267,0.001154575,0.0100279,0.0001829066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940788,0.001372415,0.00003038501,0.002801597,0.0006905881,0.0006905624,0.00005999552,0.0000216709,0.0002540256],"genre_scores_gemma":[0.995088,0.001431024,0.002430262,0.0002114216,0.0001280524,0.0001124881,0.0002573032,0.00001343916,0.0003280181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09208322,"threshold_uncertainty_score":0.9971934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03878168379819835,"score_gpt":0.4337296690101665,"score_spread":0.3949479852119682,"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."}}