{"id":"W4408128590","doi":"10.1210/clinem/dgaf136","title":"Approach to the Patient: Type 1 Diabetes Management With Exercise—Prepare, Perform, Stabilize, and Study","year":2025,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Type 2 diabetes; Medicine; Diabetes mellitus; Computer science; 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":[0.002483355,0.0004835729,0.0005150762,0.000715661,0.003339526,0.001920899,0.0009144116,0.00306026,0.00282824],"category_scores_gemma":[0.005590222,0.0002249365,0.0005744515,0.000376986,0.001815273,0.002491598,0.003074298,0.005242225,0.0008884277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651377,"about_ca_system_score_gemma":0.00549709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644152,"about_ca_topic_score_gemma":0.007762074,"domain_scores_codex":[0.9981008,0.001091213,0.0002058508,0.0001535893,0.000241487,0.0002070032],"domain_scores_gemma":[0.9980382,0.0005215189,0.0002167345,0.00005843743,0.0002986658,0.0008664116],"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":[0.0003575053,0.002974716,0.07216588,0.002709795,0.0001103492,0.1212155,0.08608217,0.00137587,0.01127679,0.03643104,0.1908156,0.4744848],"study_design_scores_gemma":[0.0002230134,0.001950943,0.04088174,0.0105024,0.0001943488,0.1811997,0.100958,0.003772153,0.004162237,0.06396963,0.5916734,0.0005124142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1791998,0.02009475,0.1007637,0.5403891,0.007819893,0.005071235,0.0002990401,0.001282225,0.1450804],"genre_scores_gemma":[0.6729166,0.02093819,0.1763144,0.0994257,0.004891129,0.002480245,0.0002456876,0.0001557735,0.02263238],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003339526,"threshold_uncertainty_score":0.01313341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483804126252005,"score_gpt":0.3630138698111949,"score_spread":0.3281758285486748,"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."}}