{"id":"W2896229709","doi":"10.1093/jnci/djy161","title":"Targeting Exercise Interventions to Patients With Cancer in Need: An Individual Patient Data Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"JNCI Journal of the National Cancer Institute","topic":"Cancer survivorship and care","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute; Amsterdam School of Communication Research, University of Amsterdam; Knight Cancer Institute, Oregon Health and Science University; Universitätsklinikum Hamburg-Eppendorf; Universitätsklinikum Heidelberg; Cancer Center Amsterdam; Vrije Universiteit Amsterdam; Queensland University of Technology; University of Alberta; Deutsches Krebsforschungszentrum; Universiteit Antwerpen; Rijksuniversiteit Groningen; University of Twente; Menzies Centre for Australian Studies, King's College London, University of London; University of Glasgow; Yale University; Amsterdam University Medical Centers; Universiteit Maastricht; Johns Hopkins University; George Washington University; Sidney Kimmel Comprehensive Cancer Center; Universiteit van Amsterdam; Universitair Medisch Centrum Groningen; Edith Cowan University","keywords":"Moderation; Aerobic exercise; Medicine; Quality of life (healthcare); Psychological intervention; Physical therapy; Randomized controlled trial; Physical fitness; Intervention (counseling); Physical medicine and rehabilitation; Internal medicine; Psychology","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":[0.0311163,0.002621809,0.0161813,0.003413577,0.0005481641,0.002729909,0.001942733,0.001952848,0.003400622],"category_scores_gemma":[0.05044692,0.001264611,0.05443232,0.003571293,0.0007001651,0.001632344,0.001570911,0.002630348,0.0003081999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961721,"about_ca_system_score_gemma":0.002143859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004375892,"about_ca_topic_score_gemma":0.00700833,"domain_scores_codex":[0.9757237,0.01786319,0.003237539,0.00163276,0.001152701,0.0003901738],"domain_scores_gemma":[0.968122,0.02455355,0.003874661,0.001861032,0.001242212,0.000346464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.007829159,0.00005530523,0.003842995,0.04468746,0.9340591,0.00004876445,0.0000460887,0.001009278,0.0001751724,0.00009008888,0.0004154674,0.007741258],"study_design_scores_gemma":[0.002907345,0.000466597,0.003578784,0.003108148,0.9883924,0.00004296917,0.00001743087,0.000385209,0.00008964635,0.0002416268,0.0007509341,0.00001883467],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04433154,0.9424869,0.006958719,0.001017415,0.0005267121,0.001377288,0.002068323,0.0001978607,0.00103516],"genre_scores_gemma":[0.7921557,0.1869162,0.01079608,0.002312186,0.0004449567,0.004366092,0.002276136,0.0001348131,0.0005977426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0311163,"threshold_uncertainty_score":0.1645607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2987830909780788,"score_gpt":0.4509139324668084,"score_spread":0.1521308414887296,"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."}}