{"id":"W4308924528","doi":"10.1016/j.jcjd.2022.09.101","title":"Pre-transplant Exercise May Improve Glycemic Outcomes After Marginal Islet Mass Transplant in Type 1 Diabetes","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; Glenrose Rehabilitation Hospital","funders":"","keywords":"Medicine; Glycemic; Islet; Type 1 diabetes; Diabetes mellitus; Internal medicine; Insulin; Complication; Endocrinology; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005371174,0.000356172,0.0007700807,0.0001990062,0.0004504831,0.0007601713,0.0003243044,0.0004849732,0.004335162],"category_scores_gemma":[0.001665859,0.0001111293,0.0009728104,0.0003219125,0.0001964503,0.0004280705,0.0004404488,0.00134723,0.0002828071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004869878,"about_ca_system_score_gemma":0.0005449929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003550153,"about_ca_topic_score_gemma":0.008594025,"domain_scores_codex":[0.9997718,0.00005818955,0.00002070981,0.00003202977,0.00002308133,0.00009415086],"domain_scores_gemma":[0.9993401,0.0001726002,0.0001256539,0.00002518158,0.00004461387,0.0002918156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05487591,0.0291208,0.5814965,0.001264559,0.001984088,0.0004529727,0.000303554,0.001353011,0.003045249,0.0004638528,0.004208309,0.3214312],"study_design_scores_gemma":[0.001393121,0.0103881,0.9818641,0.0004162188,0.001080632,0.000143679,0.0003627176,0.0008545401,0.0005057589,0.0008560303,0.002096717,0.00003837865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988933,0.005278027,0.0001900237,0.001106125,0.0003755945,0.00003603041,0.0002380535,0.00002380102,0.003819403],"genre_scores_gemma":[0.9962118,0.001828884,0.000290115,0.0003395342,0.0002312198,0.00003518052,0.0003421616,0.000005364232,0.000715741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004335162,"threshold_uncertainty_score":0.01450258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007519429727070373,"score_gpt":0.2140125036948318,"score_spread":0.2064930739677615,"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."}}