{"id":"W2995567396","doi":"10.32113/cellr4_201911_2799","title":"Islet Transplantation - The Canadian Perspective.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Transplantation; Islet; Perspective (graphical); Environmental ethics; Intensive care medicine; Political science; Engineering ethics; Medicine; Biology; Computer science; Biotechnology; Engineering; Internal medicine; Philosophy; Artificial intelligence; Insulin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003374978,0.0008051459,0.0009745827,0.00206803,0.005765875,0.004905114,0.002087054,0.009479868,0.01016044],"category_scores_gemma":[0.009274671,0.0002991582,0.0009960851,0.003019956,0.005702957,0.002959287,0.001589444,0.012646,0.001769838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03281537,"about_ca_system_score_gemma":0.08977549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8279912,"about_ca_topic_score_gemma":0.9343084,"domain_scores_codex":[0.997484,0.000315536,0.0001688978,0.0002296335,0.00125688,0.0005451546],"domain_scores_gemma":[0.9908659,0.001271992,0.0002932905,0.00009055104,0.004957091,0.00252121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004627513,0.0000154787,0.0004649133,0.0004532942,0.00002472021,0.0006695489,0.0002490586,0.00007422788,0.00009361732,0.0148842,0.9397882,0.04323643],"study_design_scores_gemma":[0.00002730498,0.00001700172,0.001438448,0.001471056,0.00004101365,0.001105645,0.0007076477,0.0000382627,0.00003625376,0.002946945,0.9921354,0.00003511075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0002535728,0.3435444,0.00008453573,0.5937144,0.04893529,0.000005885624,0.0001362571,0.00001320603,0.01331241],"genre_scores_gemma":[0.009304596,0.5748801,0.0003058029,0.3490081,0.05487106,0.00001191459,0.000130766,0.00002697437,0.01146063],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1720088,"threshold_uncertainty_score":0.3460436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449272373470812,"score_gpt":0.210711378061463,"score_spread":0.1962186543267549,"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."}}