{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020867,0.0003884416,0.000580259,0.0009418776,0.0009618487,0.0008052756,0.0007770094,0.001658959,0.01122471],"category_scores_gemma":[0.003739482,0.0002004923,0.0007163952,0.0003413981,0.0001959777,0.001327501,0.0008724332,0.004210205,0.002798561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005689063,"about_ca_system_score_gemma":0.002189787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006957847,"about_ca_topic_score_gemma":0.0241715,"domain_scores_codex":[0.9995496,0.0001488254,0.00007552273,0.00002908666,0.0001104838,0.00008651369],"domain_scores_gemma":[0.9990029,0.0001445376,0.0001176106,0.00001282279,0.0001856621,0.0005364139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002321638,0.002028649,0.02902218,0.001332663,0.00008760738,0.0009948068,0.0006718402,0.0003512984,0.0005331364,0.0007456968,0.5702816,0.3937183],"study_design_scores_gemma":[0.002012378,0.002362294,0.3581366,0.02694997,0.0006995052,0.003560248,0.01105982,0.00276936,0.0009919923,0.01460977,0.5765093,0.0003388223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1058353,0.05965903,0.00653843,0.7005207,0.01365031,0.002446707,0.004024662,0.001101287,0.1062234],"genre_scores_gemma":[0.4803519,0.1786069,0.0956533,0.1609726,0.01138055,0.005772302,0.006503128,0.0002544173,0.06050496],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01122471,"threshold_uncertainty_score":0.03755039,"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."}}