{"id":"W1966373913","doi":"10.1111/j.1399-3089.2008.00459.x","title":"Isolation and assessment of islet quality","year":2008,"lang":"en","type":"article","venue":"Xenotransplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Allotransplantation; Citation; Transplantation; Islet; Library science; Medicine; Internal medicine; Computer science; Insulin","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":[0.00009686638,0.00004347923,0.0001217288,0.0000406272,0.00003486872,0.000001588202,0.000008041489,0.00003141434,0.0000645427],"category_scores_gemma":[0.00001481092,0.00003834779,0.00002058081,0.0000576651,0.00003620008,0.00005629667,0.00000119123,0.00004097351,0.000002580773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001030149,"about_ca_system_score_gemma":0.00003670514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005265492,"about_ca_topic_score_gemma":0.000001324489,"domain_scores_codex":[0.999559,0.00002646439,0.0001606622,0.00007827719,0.0001251109,0.0000504686],"domain_scores_gemma":[0.9997478,0.00006505616,0.00004951243,0.00006056255,0.00004441777,0.00003265366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001439525,0.00008038919,0.6400701,0.0002865561,0.00003475302,0.000004230189,0.0008139064,0.00001203853,0.3551799,0.002160378,0.00008521349,0.001128521],"study_design_scores_gemma":[0.001126661,0.0001172782,0.9761309,0.00003611069,0.00005505868,0.00003089196,0.00004423372,0.00109645,0.02114469,0.00007852128,0.00009836048,0.00004085242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755611,0.00005186378,0.01320762,0.000164019,0.00003919609,0.0001026003,0.00001061402,0.00002257003,0.01084044],"genre_scores_gemma":[0.9922131,0.000250027,0.007113948,0.0001370504,0.00002433823,0.000003993438,0.00009244407,0.00000349496,0.0001616485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3360607,"threshold_uncertainty_score":0.1563778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04701996473717322,"score_gpt":0.3422360883366687,"score_spread":0.2952161235994955,"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."}}