{"id":"W2015765172","doi":"10.3727/000000004783983602","title":"Methods of Human Islet Culture for Transplantation","year":2004,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Transplantation; Biology; Biochemistry; Cell biology; Endocrinology; Internal medicine; Medicine; Diabetes mellitus","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":[0.00234032,0.001213114,0.001090196,0.001948091,0.001204528,0.001615386,0.001410635,0.001019963,0.02335904],"category_scores_gemma":[0.001081855,0.0005574992,0.001083017,0.001464276,0.0007918231,0.0006804068,0.001530985,0.002741663,0.01863035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004588141,"about_ca_system_score_gemma":0.001198848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004865744,"about_ca_topic_score_gemma":0.001068992,"domain_scores_codex":[0.9983889,0.0002647497,0.0002064336,0.0002994128,0.0007206018,0.0001199969],"domain_scores_gemma":[0.9994709,0.0000924093,0.00004537867,0.0001752713,0.0001515963,0.00006450582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005357303,0.0005227096,0.0008461168,0.003229769,0.00008530851,0.001421018,0.0008009195,0.000799223,0.6514835,0.01658888,0.03127812,0.2924088],"study_design_scores_gemma":[0.0001671312,0.0005959976,0.00183809,0.0007169169,0.0001149942,0.00304536,0.0001246446,0.0007919478,0.1907169,0.003833371,0.7979511,0.0001035394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02017488,0.08149344,0.7388768,0.001617489,0.007656769,0.0122765,0.006164891,0.004351269,0.127388],"genre_scores_gemma":[0.06940375,0.07999212,0.7138077,0.002044294,0.001450347,0.02308506,0.01070434,0.001626051,0.09788639],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02335904,"threshold_uncertainty_score":0.07814372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647181516103458,"score_gpt":0.3386628667718735,"score_spread":0.3121910516108389,"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."}}