{"id":"W2129820993","doi":"10.1158/1055-9965.epi-04-0703","title":"Controlled Physical Activity Trials in Cancer Survivors: A Systematic Review and Meta-analysis","year":2005,"lang":"en","type":"review","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer survivorship and care","field":"Medicine","cited_by":638,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cardiorespiratory fitness; Medicine; Psychological intervention; Meta-analysis; Quality of life (healthcare); Physical activity; Physical therapy; Randomized controlled trial; Physical fitness; Cancer; Systematic review; Adverse effect; MEDLINE; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02764949,0.003340253,0.02485724,0.007094369,0.0009334311,0.003990703,0.002542863,0.003107936,0.00469118],"category_scores_gemma":[0.0770468,0.001749626,0.0337059,0.008800666,0.001109846,0.00253232,0.00173546,0.002470023,0.0003630544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004520256,"about_ca_system_score_gemma":0.007411092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007773611,"about_ca_topic_score_gemma":0.01652967,"domain_scores_codex":[0.9733717,0.01486099,0.00683716,0.001743006,0.00264061,0.0005465444],"domain_scores_gemma":[0.9498781,0.03811668,0.007690663,0.001223049,0.002696485,0.0003950437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001602056,0.000043582,0.001621595,0.6655802,0.3159653,0.00008238663,0.0000844222,0.0004149969,0.0001202948,0.0001681001,0.0006796676,0.01363753],"study_design_scores_gemma":[0.001949525,0.0004099203,0.002955995,0.1272176,0.8638446,0.0001139863,0.00007386908,0.0002126712,0.0001486206,0.0003808739,0.002659744,0.00003252281],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001920048,0.9957958,0.0005389166,0.0001732118,0.0001555101,0.0008392957,0.0003453663,0.00002348739,0.0002083945],"genre_scores_gemma":[0.08580475,0.9027492,0.003657112,0.001106647,0.0002699551,0.005437904,0.0006827284,0.00003103212,0.0002605948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02764949,"threshold_uncertainty_score":0.1462262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3377551951757679,"score_gpt":0.5256936850779578,"score_spread":0.1879384899021899,"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."}}