{"id":"W4376604779","doi":"10.2337/dsi22-0016","title":"Where to Start? Physical Assessment, Readiness, and Exercise Recommendations for People With Type 1 or Type 2 Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Type 2 diabetes; Glycemic; Hypoglycemia; Aerobic exercise; Disease; Physical therapy; Sedentary lifestyle; Diabetes mellitus; Intensive care medicine; Physical exercise; Resistance training; Physical activity; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002589497,0.0002106021,0.0004499229,0.0002917202,0.0001738037,0.0001091794,0.0001303174,0.00005081806,0.0003064831],"category_scores_gemma":[0.0001014592,0.0001478632,0.00004946522,0.001513527,0.00005880457,0.0001497752,0.0001461069,0.0001577906,0.0001879854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005100252,"about_ca_system_score_gemma":0.000111141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006122313,"about_ca_topic_score_gemma":0.00008522886,"domain_scores_codex":[0.9984106,0.00002480193,0.000160714,0.000422064,0.0002722715,0.0007095503],"domain_scores_gemma":[0.9989806,0.0002395546,0.00004515726,0.0003510925,0.000139431,0.0002441229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005648655,0.0006314706,0.5984721,0.002020254,0.0005589502,0.00001343828,0.0005688942,0.00002008697,0.0057843,0.00167379,0.3567589,0.03293299],"study_design_scores_gemma":[0.006992108,0.0147031,0.6120318,0.002553996,0.001254869,9.772743e-7,0.00164042,0.02478603,0.008546873,0.005477493,0.3203903,0.001622031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748355,0.0001324287,0.00001512891,0.02146568,0.0002508253,0.0014706,0.00004377593,0.0002524278,0.001533656],"genre_scores_gemma":[0.9689239,0.0004260803,0.002522924,0.0005552578,0.0004830108,0.0004681235,0.0007108152,0.0001284372,0.0257815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03636856,"threshold_uncertainty_score":0.6029686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916431185996913,"score_gpt":0.3370461193887541,"score_spread":0.3078818075287849,"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."}}