{"id":"W1747111187","doi":"10.3322/caac.21265","title":"Practical clinical interventions for diet, physical activity, and weight control in cancer survivors","year":2015,"lang":"en","type":"review","venue":"CA A Cancer Journal for Clinicians","topic":"Cancer survivorship and care","field":"Medicine","cited_by":252,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Medicine; Cancer prevention; Cancer; Promotion (chess); Health promotion; Physical activity; Gerontology; Alternative medicine; Weight management; Family medicine; Weight loss; Internal medicine; Physical therapy; Public health; Obesity; Nursing; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001523971,0.001100566,0.001840417,0.002680511,0.0003223053,0.0007377161,0.001258777,0.00162913,0.006252013],"category_scores_gemma":[0.003320956,0.0003252274,0.001516844,0.001830794,0.0003304261,0.000802402,0.0008016717,0.001550374,0.00123983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005874221,"about_ca_system_score_gemma":0.001280934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089953,"about_ca_topic_score_gemma":0.00525968,"domain_scores_codex":[0.9992932,0.0002162625,0.0001354211,0.00006361216,0.0002525097,0.00003890139],"domain_scores_gemma":[0.9988902,0.0007913745,0.0001389633,0.00001936647,0.0001232004,0.00003686744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005515846,0.0001372571,0.000115883,0.07489195,0.0003177183,0.00006002934,0.00006321772,0.0001310535,0.0001837711,0.0006703406,0.01414026,0.9092334],"study_design_scores_gemma":[0.0002943432,0.0003835578,0.004694432,0.1841709,0.001929563,0.001677689,0.0003025678,0.0002831503,0.0005270953,0.002086405,0.8036,0.00005031265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009855368,0.9988618,0.00009586776,0.0001842464,0.0001092192,0.00004297722,0.00001866285,0.000007448419,0.0005811876],"genre_scores_gemma":[0.0008285227,0.9980096,0.0005729176,0.0001964539,0.00006643467,0.00005607147,0.00003059058,0.000001748302,0.0002376856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006252013,"threshold_uncertainty_score":0.02091509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3325142747671896,"score_gpt":0.584687424688795,"score_spread":0.2521731499216053,"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."}}