{"id":"W2771829629","doi":"10.1016/j.jcjd.2017.10.039","title":"Clinical Islet Transplantation for Adults With Type 1 Diabetes in Canada: Referral Patterns and Eligibility Assessment","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; LMC Diabetes & Endocrinology (Canada); University of Toronto","funders":"National Institute for Health and Care Research; Alberta Innovates - Health Solutions; Alberta Health Services","keywords":"Medicine; Referral; Psychosocial; Glycemic; Transplantation; Comorbidity; Family medicine; Diabetes mellitus; Emergency medicine; Pediatrics; Intensive care medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0009839367,0.0002112421,0.0003383174,0.001751602,0.003147825,0.00198713,0.001215357,0.0007282791,0.004288587],"category_scores_gemma":[0.006155095,0.0002764717,0.0005182637,0.005313392,0.0006700557,0.0007019239,0.001380598,0.00102297,0.0003297347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02284774,"about_ca_system_score_gemma":0.0452109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9650311,"about_ca_topic_score_gemma":0.9851348,"domain_scores_codex":[0.9978877,0.000166391,0.0002183565,0.0001864904,0.0006301113,0.0009108769],"domain_scores_gemma":[0.9932234,0.0004646413,0.001688179,0.00007274529,0.002559167,0.001991927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005132566,0.00004692002,0.9897785,0.00002667046,0.00001606163,0.0001672346,0.0006893965,0.00004222856,0.00005874295,0.0001132233,0.002754231,0.006255475],"study_design_scores_gemma":[0.000009585326,0.0000171906,0.9928699,0.0001497351,0.0000203463,0.0003333532,0.004646689,0.0002560697,0.00004199795,0.0000818936,0.001557885,0.00001539388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979556,0.003006409,0.000133223,0.005277569,0.00004656239,0.00009283859,0.002992029,0.00001812183,0.008877194],"genre_scores_gemma":[0.9959561,0.001343515,0.0002806455,0.0007934991,0.00001807268,0.00002320959,0.0008639706,0.00001044549,0.000710445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03496891,"threshold_uncertainty_score":0.1657727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182289502809912,"score_gpt":0.3192689836012724,"score_spread":0.2874460885731733,"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."}}