{"id":"W2098094536","doi":"10.1093/jnci/djs207","title":"Physical Activity, Biomarkers, and Disease Outcomes in Cancer Survivors: A Systematic Review","year":2012,"lang":"en","type":"review","venue":"JNCI Journal of the National Cancer Institute","topic":"Cancer survivorship and care","field":"Medicine","cited_by":848,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"Fondation pour la Recherche Médicale; Canada Research Chairs","keywords":"Cancer; Disease; Medicine; Physical activity; Systematic review; MEDLINE; Gerontology; Oncology; Internal medicine; Physical therapy; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01000705,0.001619794,0.01016977,0.00853722,0.000628763,0.002356846,0.001764798,0.002117886,0.003298622],"category_scores_gemma":[0.04520841,0.001149152,0.009289729,0.01112037,0.0007738652,0.001890387,0.001211683,0.001062194,0.0002471796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002928138,"about_ca_system_score_gemma":0.01044388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00890177,"about_ca_topic_score_gemma":0.02397133,"domain_scores_codex":[0.9921961,0.00314681,0.0026608,0.000580446,0.001199954,0.0002158848],"domain_scores_gemma":[0.9648616,0.02501412,0.00653906,0.0004324609,0.002792661,0.0003600659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002433167,0.00002239819,0.002456284,0.9503192,0.02701319,0.00009351013,0.0001099796,0.0001006772,0.00008922433,0.00009447995,0.0008187646,0.01863895],"study_design_scores_gemma":[0.0005910815,0.0003669714,0.01251814,0.7246166,0.2513345,0.0004062004,0.0002115426,0.000158149,0.0001641215,0.0003136135,0.009267054,0.00005207036],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001214934,0.997896,0.0001026059,0.0001494517,0.00006316981,0.0002256845,0.0002364423,0.000005022951,0.0001067222],"genre_scores_gemma":[0.02522409,0.9723005,0.0007400434,0.0004767037,0.0001037102,0.0008231817,0.0002471452,0.000004174071,0.00008049299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01016977,"threshold_uncertainty_score":0.05292296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211169721284524,"score_gpt":0.42836365446415,"score_spread":0.3072466823356975,"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."}}