{"id":"W2048399630","doi":"10.1111/j.1399-3089.2009.00542.x","title":"Chapter 3: Pig islet product manufacturing and release testing","year":2009,"lang":"en","type":"article","venue":"Xenotransplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"U.S. Food and Drug Administration","keywords":"Islet; Product (mathematics); Computer science; Medicine; Diabetes mellitus; Endocrinology; Mathematics","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":[0.006667599,0.001650518,0.001062846,0.00233297,0.0007785091,0.002420426,0.002097256,0.002054252,0.03545357],"category_scores_gemma":[0.006462219,0.001167029,0.001315191,0.001248785,0.0005551049,0.001504042,0.0013246,0.001710359,0.04061182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007286702,"about_ca_system_score_gemma":0.002255372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746748,"about_ca_topic_score_gemma":0.002504515,"domain_scores_codex":[0.9932446,0.001223329,0.0005882155,0.0004811239,0.004252235,0.0002104516],"domain_scores_gemma":[0.9964928,0.001016333,0.0003617151,0.0004003808,0.001639834,0.00008900715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000799552,0.0007700342,0.003138414,0.005282681,0.00005658958,0.0009838499,0.0004742279,0.004089898,0.1604865,0.00558898,0.2410061,0.5773231],"study_design_scores_gemma":[0.00006969798,0.0008907239,0.002803101,0.002550136,0.0000669042,0.001052391,0.0001535295,0.001687115,0.07445726,0.001884027,0.9143056,0.00007939503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02678233,0.0487863,0.4174211,0.007957508,0.004675123,0.01945693,0.02177498,0.01776762,0.4353782],"genre_scores_gemma":[0.05918508,0.0840858,0.4717315,0.01316946,0.001389161,0.01339414,0.02790467,0.005610734,0.3235294],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03545357,"threshold_uncertainty_score":0.1186039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192653435150162,"score_gpt":0.2415496314554919,"score_spread":0.2196230971039903,"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."}}