{"id":"W4402910174","doi":"10.1016/j.diabres.2024.111874","title":"An evaluation of how exercise position statement guidelines are being used in the real world in type 1 diabetes: Findings from the type 1 diabetes exercise initiative (T1DEXI)","year":2024,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Leona M. and Harry B. Helmsley Charitable Trust","keywords":"Medicine; Position statement; Type 2 diabetes; Diabetes mellitus; Statement (logic); Type 1 diabetes; Physical therapy; Family 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0270823,0.0002817137,0.0007178173,0.001180258,0.0007788167,0.002223965,0.001183229,0.0012085,0.001101351],"category_scores_gemma":[0.09698511,0.0003855081,0.001596029,0.002408386,0.0006671844,0.001572652,0.001759866,0.001295234,0.0001675685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919179,"about_ca_system_score_gemma":0.002419036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02674025,"about_ca_topic_score_gemma":0.03239385,"domain_scores_codex":[0.980486,0.01309835,0.00176895,0.001188053,0.002841667,0.0006170127],"domain_scores_gemma":[0.9040647,0.05287931,0.02711113,0.003158294,0.01010563,0.002680987],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985002,0.001261304,0.9274304,0.001316063,0.001008657,0.00003889246,0.003707913,0.0002376833,0.0001094772,0.0001153772,0.002045813,0.06074343],"study_design_scores_gemma":[0.0002170248,0.001295026,0.9923707,0.0006393453,0.00041355,0.00003143767,0.002412942,0.0006402885,0.00007965531,0.00007188944,0.001789411,0.00003861022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930131,0.001446366,0.0004541324,0.001028792,0.00005595961,0.0004081867,0.001889726,0.00002090759,0.001682809],"genre_scores_gemma":[0.9939281,0.0009525156,0.001846218,0.000533605,0.0000445415,0.0005903985,0.001812805,0.00001222384,0.0002794756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9729177,"threshold_uncertainty_score":0.1432266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2841702492186801,"score_gpt":0.5318147817954885,"score_spread":0.2476445325768084,"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."}}