{"id":"W4283448611","doi":"10.1177/14791641221111252","title":"Accounting for concurrent antihyperglycemic medication changes in dietary and physical activity interventions: A focused literature review","year":2022,"lang":"en","type":"review","venue":"Diabetes and Vascular Disease Research","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Diabetes mellitus; Psychological intervention; Physical activity; Environmental health; Intensive care medicine; Physical therapy; Nursing; 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":[0.03337394,0.002607848,0.01068665,0.01331365,0.0007650367,0.00450271,0.002745198,0.002733872,0.003477375],"category_scores_gemma":[0.1063306,0.001762026,0.0147201,0.01200094,0.00118726,0.003455456,0.002283501,0.001834188,0.0005145454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003725777,"about_ca_system_score_gemma":0.01217558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006522892,"about_ca_topic_score_gemma":0.0157582,"domain_scores_codex":[0.9637925,0.01561115,0.01239088,0.002392162,0.00529847,0.0005147565],"domain_scores_gemma":[0.8963368,0.08539444,0.01120379,0.001858916,0.004898856,0.0003071937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002552754,0.00002771019,0.000967773,0.8499876,0.02959891,0.00007681845,0.0001588322,0.0002699537,0.000230903,0.0006715902,0.001356542,0.116398],"study_design_scores_gemma":[0.0003474579,0.0002627592,0.003328159,0.7814857,0.1828195,0.0003733589,0.000178408,0.0002888163,0.0005080752,0.001062355,0.02928542,0.00006002175],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002314102,0.998771,0.0003727026,0.0001483454,0.0001012251,0.0001672038,0.00007534877,0.000007609818,0.0001250981],"genre_scores_gemma":[0.009297443,0.9864747,0.0025775,0.0005101757,0.0001231726,0.0007129246,0.0001835064,0.0000117727,0.0001088733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03337394,"threshold_uncertainty_score":0.1765004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490020697726063,"score_gpt":0.4385829543462315,"score_spread":0.2895808845736251,"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."}}