{"id":"W2349947071","doi":"","title":"Improvement of adult islet quality by mechanization method","year":2005,"lang":"en","type":"article","venue":"Zhonghua qiguan yizhi zazhi","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islet; Viaspan; Transplantation; Chemistry; Andrology; Chromatography; Endocrinology; Animal science; Internal medicine; Medicine; Biology; Insulin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004411678,0.000730713,0.0003222693,0.000509574,0.0002501259,0.000499677,0.0003440728,0.0003476489,0.002954912],"category_scores_gemma":[0.0003486187,0.0001831691,0.000459847,0.0002947817,0.0002402289,0.0005832334,0.0005569612,0.0006610315,0.0007694095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646205,"about_ca_system_score_gemma":0.0001967782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002124439,"about_ca_topic_score_gemma":0.0003061409,"domain_scores_codex":[0.9996873,0.00002422748,0.00003082307,0.00007371526,0.0001277863,0.0000561661],"domain_scores_gemma":[0.9996898,0.00003237202,0.0001070041,0.00003766374,0.00008805023,0.00004511178],"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":[0.00007350204,0.00005551057,0.001137543,0.0003290903,0.00001431275,0.0001863384,0.00005024771,0.0002263165,0.9734998,0.0003208604,0.0005831458,0.02352346],"study_design_scores_gemma":[0.00005289517,0.0009016201,0.0145006,0.00008772363,0.0001160566,0.001986913,0.0001046627,0.002982413,0.9583443,0.000356976,0.02052095,0.00004483648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.689751,0.01928825,0.2726882,0.0009618807,0.0008914045,0.0004456342,0.0007172578,0.00186887,0.0133876],"genre_scores_gemma":[0.8424078,0.009897031,0.1334333,0.0009484369,0.0003650341,0.0005037209,0.001548654,0.0002834352,0.01061263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002954912,"threshold_uncertainty_score":0.009885132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433964102529446,"score_gpt":0.3144487148621061,"score_spread":0.3001090738368117,"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."}}