{"id":"W4306670601","doi":"10.1097/tp.0000000000004328","title":"C-peptide Targets and Patient-centered Outcomes of Relevance to Cellular Transplantation for Diabetes","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Alberta","funders":"","keywords":"Hypoglycemia; C-peptide; Medicine; Interquartile range; Insulin; Internal medicine; Transplantation; Endocrinology; Diabetes mellitus; Islet; Cohort; Beta cell; Type 1 diabetes; Gastroenterology","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":[0.002280488,0.0002660902,0.0002743126,0.0005805408,0.0002547984,0.001057324,0.0003031135,0.0003331238,0.001116535],"category_scores_gemma":[0.006679917,0.0001073944,0.0003448867,0.0008382106,0.0003733932,0.0004480072,0.0004824336,0.0007407311,0.0001278531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004551642,"about_ca_system_score_gemma":0.0004864823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000738524,"about_ca_topic_score_gemma":0.0007618585,"domain_scores_codex":[0.9991475,0.0003014451,0.0000865312,0.0001509514,0.0001820802,0.0001314982],"domain_scores_gemma":[0.9907773,0.002452116,0.004905505,0.0003255499,0.0007567978,0.0007828108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002061287,0.00002302475,0.9977329,0.000006735598,0.00004151397,0.00002948308,0.00002100424,0.0001572626,0.00009919339,0.00001845486,0.00005233649,0.001611955],"study_design_scores_gemma":[0.00001011013,0.0002492134,0.9982327,0.00001180257,0.00004962152,0.0002554026,0.00007275974,0.0006328231,0.0002252102,0.000108263,0.0001463173,0.00000573907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987422,0.0003710536,0.0002576061,0.00008780761,0.000006813073,0.000008346445,0.0001850604,0.000003874419,0.0003372812],"genre_scores_gemma":[0.9996527,0.00004650962,0.0001165775,0.00002391529,0.000009133326,0.000005663703,0.0001238337,0.00000112948,0.00002055622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002280488,"threshold_uncertainty_score":0.01206052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005448407576099355,"score_gpt":0.2138858228308832,"score_spread":0.2084374152547838,"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."}}