{"id":"W1963579109","doi":"10.4161/isl.25222","title":"Clinical islet isolation outcomes with a highly purified neutral protease for pancreas dissociation","year":2013,"lang":"en","type":"article","venue":"Islets","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"University of California, Santa Cruz","keywords":"Protease; Islet; Neutral protease; Thermolysin; Internal medicine; Biology; Endocrinology; Enzyme; Biochemistry; Chemistry; Immunology; Medicine; Diabetes mellitus; Trypsin","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":[0.0002300067,0.0001456329,0.0003694431,0.00005610262,0.00007681223,0.00003745007,0.00004191771,0.0001225799,0.0001527927],"category_scores_gemma":[0.0005820133,0.00009948824,0.0001402712,0.00009581978,0.00004516603,0.0001707007,0.000008676195,0.0001200402,0.000168585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000423258,"about_ca_system_score_gemma":0.00007559112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008954596,"about_ca_topic_score_gemma":0.000002703865,"domain_scores_codex":[0.9989368,0.00005585953,0.0003439116,0.0002509672,0.0001683218,0.0002441502],"domain_scores_gemma":[0.9989551,0.0003023522,0.0001497581,0.000228424,0.0001917034,0.0001727092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001092248,0.0008302751,0.9480588,0.0001492677,0.0003621168,0.000007150686,0.0002246881,0.00000570338,0.01006179,0.001570483,0.02767126,0.009966209],"study_design_scores_gemma":[0.007255597,0.0014254,0.9782981,0.00009197139,0.0003073359,0.000006367872,0.00008696755,0.001753758,0.002309828,0.0009754621,0.007252169,0.0002370706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876319,0.00002402783,0.00154689,0.006289748,0.0002421089,0.001881176,0.00001268791,0.0001323764,0.002239054],"genre_scores_gemma":[0.9888315,0.000004333394,0.00399034,0.002083025,0.000333432,0.0005254159,0.00009451516,0.00002385248,0.004113637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03023926,"threshold_uncertainty_score":0.4057012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484562833753531,"score_gpt":0.3062482061733359,"score_spread":0.2814025778358006,"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."}}