{"id":"W2348235682","doi":"","title":"Lifestyle Interventions for Four Conditions: Type 2 Diabetes, Metabolic Syndrome, Breast Cancer, and Prostate Cancer","year":2011,"lang":"en","type":"article","venue":"","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Type 2 diabetes; Randomized controlled trial; Metabolic syndrome; Prostate cancer; Breast cancer; Internal medicine; Psychological intervention; Diabetes mellitus; Physical therapy; Cancer; Obesity; Oncology; Endocrinology","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":[0.01496511,0.002153002,0.01070108,0.008891183,0.0009581498,0.004047691,0.001851498,0.004023827,0.005898496],"category_scores_gemma":[0.06745772,0.001134621,0.0100635,0.007550785,0.0009233878,0.002167131,0.001655626,0.002470394,0.0004965831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004281494,"about_ca_system_score_gemma":0.008741119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005596725,"about_ca_topic_score_gemma":0.01180999,"domain_scores_codex":[0.9761634,0.008746308,0.009454714,0.001660482,0.003593888,0.0003810562],"domain_scores_gemma":[0.9611968,0.02456128,0.01080773,0.0005495902,0.002440437,0.0004441105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001334317,0.000100265,0.001147519,0.9160644,0.0297424,0.00006373593,0.0001238152,0.000215391,0.0001895774,0.0004399155,0.001284337,0.04929444],"study_design_scores_gemma":[0.008008216,0.001403936,0.007652387,0.7598386,0.2060735,0.0003319797,0.0002788436,0.0003132276,0.0004111894,0.001256836,0.01435692,0.00007433702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002812314,0.9918156,0.0005549099,0.0008255735,0.0005618797,0.002116617,0.0004435563,0.00003182324,0.0008376575],"genre_scores_gemma":[0.05485919,0.9242553,0.006676037,0.003796096,0.000679706,0.008591106,0.0006995068,0.00002117788,0.0004217297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01496511,"threshold_uncertainty_score":0.07914406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767498448949032,"score_gpt":0.2880631900891723,"score_spread":0.260388205599682,"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."}}