{"id":"W2102468400","doi":"10.1200/jco.2011.40.0895","title":"Reach Out to Enhance Wellness Home-Based Diet-Exercise Intervention Promotes Reproducible and Sustainable Long-Term Improvements in Health Behaviors, Body Weight, and Physical Functioning in Older, Overweight/Obese Cancer Survivors","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Cancer Institute; National Institute on Aging","keywords":"Medicine; Overweight; Gerontology; Intervention (counseling); Cancer; Physical therapy; Weight loss; Obesity; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007771964,0.0004080163,0.0006592331,0.0002582843,0.000225127,0.0002854567,0.0002373357,0.000446559,0.001387199],"category_scores_gemma":[0.0008362987,0.0001483399,0.0006213188,0.0001923544,0.0002759153,0.0002520454,0.0005117321,0.0007590757,0.000134378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291785,"about_ca_system_score_gemma":0.0004930788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334579,"about_ca_topic_score_gemma":0.002795643,"domain_scores_codex":[0.9997537,0.00009397208,0.00002126054,0.00003506009,0.00004142624,0.00005462984],"domain_scores_gemma":[0.9997444,0.00004699983,0.00007745416,0.00002097241,0.00001652134,0.00009363717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3726552,0.1699723,0.06300084,0.00216652,0.002642246,0.0001478642,0.000652402,0.002136023,0.02921931,0.0001920449,0.00358879,0.3536265],"study_design_scores_gemma":[0.1226734,0.5528657,0.3116623,0.0003077626,0.001790041,0.0001571454,0.0002815625,0.001365934,0.006360168,0.0001498089,0.002358216,0.00002805695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988828,0.0003531347,0.00007312052,0.00004732511,0.00001931916,0.0002109559,0.00005165453,0.00001918096,0.0003424165],"genre_scores_gemma":[0.9975953,0.0005840929,0.0004483571,0.0001525477,0.00005678149,0.0004812776,0.0001670307,0.000004633926,0.0005100932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001387199,"threshold_uncertainty_score":0.004640698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03896632803929272,"score_gpt":0.4418511984518319,"score_spread":0.4028848704125392,"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."}}