{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003357138,0.0004438945,0.002389139,0.0006240482,0.0002563847,0.0001266966,0.0002192774,0.0001701534,0.00003781629],"category_scores_gemma":[0.001285005,0.0003548353,0.001712816,0.0008895894,0.0002159986,0.0001531182,0.0004073262,0.001175092,0.000003076524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583954,"about_ca_system_score_gemma":0.0003072321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000521795,"about_ca_topic_score_gemma":0.00002215905,"domain_scores_codex":[0.9959003,0.001037451,0.0003909531,0.0009779101,0.001000202,0.0006932309],"domain_scores_gemma":[0.9979028,0.0006051443,0.0001664222,0.0007186846,0.0001720142,0.0004349507],"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":[0.00001315914,0.0002960797,0.00006487001,0.2777664,0.000615604,0.00001476165,0.00004100415,1.998178e-8,4.217811e-7,0.000009391623,0.0001678057,0.7210104],"study_design_scores_gemma":[0.001195332,0.0002981842,0.001836884,0.2157329,0.003840164,0.000003978493,0.00002304912,0.0001714523,8.004333e-7,0.00004683393,0.7764861,0.0003643723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004718559,0.9888535,0.000005393776,0.0002913785,0.0001032771,0.005668588,0.0003125552,0.00003559914,0.00001115326],"genre_scores_gemma":[0.001057878,0.9913993,0.00001996524,0.00005666957,0.0003923154,0.005483555,0.001475783,0.0000841957,0.00003035947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7763183,"threshold_uncertainty_score":0.9998904,"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."}}