{"id":"W2526719336","doi":"10.3390/healthcare4040073","title":"Effectiveness of a Lifestyle Intervention in Patients with Type 2 Diabetes: The Physical Activity and Nutrition for Diabetes in Alberta (PANDA) Trial","year":2016,"lang":"en","type":"article","venue":"Healthcare","topic":"Diet and metabolism studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta","funders":"","keywords":"Type 2 diabetes; Physical activity; Medicine; Diabetes mellitus; Intervention (counseling); Physical therapy; Gerontology; Endocrinology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008701386,0.0006379344,0.001075345,0.0002156459,0.0006379052,0.0005576772,0.0005736155,0.0007983099,0.001958077],"category_scores_gemma":[0.0008342425,0.0002358543,0.0008947009,0.0004607108,0.0003748129,0.0001966165,0.0004484776,0.001315631,0.0001307859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151226,"about_ca_system_score_gemma":0.003519995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1103629,"about_ca_topic_score_gemma":0.1785016,"domain_scores_codex":[0.9996692,0.0001385044,0.00001839931,0.00003941312,0.00007225605,0.00006233335],"domain_scores_gemma":[0.999715,0.0000459659,0.00004828992,0.00001338317,0.00002911418,0.0001482749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7002954,0.04249733,0.02126109,0.002439314,0.003460151,0.000161869,0.0003074375,0.001332086,0.003861118,0.0003818823,0.003537766,0.2204646],"study_design_scores_gemma":[0.595991,0.1307934,0.2586932,0.0006695761,0.005512159,0.0001331295,0.0003188452,0.0024667,0.0007441603,0.0002910781,0.004335672,0.00005102333],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890511,0.00590104,0.0001626414,0.0005614245,0.0001507185,0.0007379051,0.0004555397,0.00004469061,0.00293501],"genre_scores_gemma":[0.9901394,0.003736662,0.001080252,0.0008355642,0.0001627561,0.0007975006,0.001066057,0.000007171579,0.00217463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8896371,"threshold_uncertainty_score":0.2194409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534660110588093,"score_gpt":0.3057874219315011,"score_spread":0.2904408208256202,"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."}}