{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607848,0.0001019821,0.0002034415,0.00008222474,0.00005894551,0.000005304927,0.00003122754,0.00009237849,0.00005228576],"category_scores_gemma":[0.000009247113,0.00008848701,0.0001064462,0.000107959,0.00003302841,0.00007160973,5.495947e-7,0.00006078175,0.00000585745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002275738,"about_ca_system_score_gemma":0.00003685294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000177724,"about_ca_topic_score_gemma":0.00000271821,"domain_scores_codex":[0.9993455,0.00002938588,0.0002435695,0.0001511424,0.0001124651,0.000117891],"domain_scores_gemma":[0.99963,0.00006510996,0.00007258943,0.00009298736,0.00008290822,0.00005645105],"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":[0.0003584689,0.0001245996,0.0005167772,0.001837518,0.00002851288,0.000004267613,0.003172422,0.00009808147,0.9916286,0.001231647,0.00006597538,0.0009330842],"study_design_scores_gemma":[0.005655018,0.0005160518,0.005151201,0.0001542489,0.0005577923,0.00002170119,0.0001936975,0.00002599433,0.9858137,0.00144848,0.0003660224,0.00009603002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6882957,0.000169379,0.3003522,0.0001010021,0.0001223442,0.0005072458,0.00007225301,0.00005708852,0.0103228],"genre_scores_gemma":[0.922286,0.0003225641,0.07545915,0.000188069,0.00007296347,0.00004602694,0.001033417,0.00001613231,0.000575634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2339904,"threshold_uncertainty_score":0.3608396,"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."}}