{"id":"W4280526617","doi":"10.26685/urncst.335","title":"The Effect of GLP-1 and GIP on the Microvascular Blood Flow after Consuming a Mixed Nutrient Meal: A Research Protocol","year":2022,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Internal medicine; Endocrinology; Incretin; Insulin; Blood flow; Medicine; Gastric inhibitory polypeptide; Glucagon-like peptide-1; Diabetes mellitus; Glucagon; Type 2 diabetes","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":[0.004419893,0.003493856,0.002926443,0.0009436939,0.002047789,0.001092048,0.002737374,0.003555409,0.0201626],"category_scores_gemma":[0.004000626,0.001469905,0.002188403,0.001122291,0.002059346,0.001041407,0.001470982,0.003682459,0.004480357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120812,"about_ca_system_score_gemma":0.005557694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009781339,"about_ca_topic_score_gemma":0.001218893,"domain_scores_codex":[0.9973137,0.0008640974,0.0002516651,0.0005765376,0.0005531256,0.0004409108],"domain_scores_gemma":[0.9970253,0.0005225408,0.0004241737,0.000693138,0.0007584635,0.000576433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5547329,0.1621066,0.002438369,0.005404459,0.0004410465,0.001228017,0.0008362706,0.001938577,0.1982352,0.003242253,0.01103356,0.05836275],"study_design_scores_gemma":[0.06714177,0.790921,0.01427973,0.0006588154,0.0008802714,0.0004699072,0.0004174941,0.002647082,0.06972446,0.001621994,0.05098988,0.0002475698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2570072,0.001818618,0.02798187,0.0007996667,0.001135823,0.6927028,0.0056511,0.0008164722,0.0120865],"genre_scores_gemma":[0.05700851,0.001126806,0.02386101,0.0007392821,0.0002272013,0.9066401,0.002050536,0.00007460719,0.00827188],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0201626,"threshold_uncertainty_score":0.06745064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513495377035022,"score_gpt":0.4151497397356559,"score_spread":0.3700147859653057,"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."}}