{"id":"W2058354352","doi":"10.1097/00007890-200407271-00932","title":"TECHNICAL IMPROVEMENT OF HUMAN PANCREATIC ISLET ISOLATION","year":2004,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islet; Collagenase; Pancreas; Duodenum; Transplantation; Medicine; Ligation; Surgery; Biology; Internal medicine; Insulin; Enzyme; Biochemistry","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":[0.001326795,0.0008384119,0.0004724262,0.0006904875,0.0002913142,0.0005469856,0.0004684303,0.0004041918,0.002328381],"category_scores_gemma":[0.001024745,0.0002758303,0.0005376809,0.0004911653,0.000356181,0.0004592264,0.0009052796,0.001109314,0.001838013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427261,"about_ca_system_score_gemma":0.0004179842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001987826,"about_ca_topic_score_gemma":0.0002772329,"domain_scores_codex":[0.9990274,0.0001911847,0.000127818,0.0002543007,0.0003331132,0.00006625913],"domain_scores_gemma":[0.9994013,0.0001599889,0.00006933048,0.000168059,0.0001468667,0.00005437465],"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":[0.0001497942,0.0001219825,0.001265426,0.0003792604,0.00002182102,0.0005276935,0.0001743155,0.0001739312,0.9568096,0.0003307476,0.0006577065,0.03938784],"study_design_scores_gemma":[0.0001018803,0.001353257,0.02126508,0.0001759858,0.0002095236,0.006408175,0.0001289746,0.002152775,0.8766798,0.0006664763,0.09080748,0.00005059414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4832033,0.02116474,0.4736837,0.001100672,0.0009914926,0.001424381,0.0008872126,0.001450979,0.01609344],"genre_scores_gemma":[0.5126011,0.01995147,0.4500794,0.0008598081,0.0005738995,0.001670945,0.004970738,0.0005211306,0.008771505],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002328381,"threshold_uncertainty_score":0.007789254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394647174400819,"score_gpt":0.2703572687904048,"score_spread":0.2564107970463966,"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."}}