{"id":"W2019330798","doi":"10.1016/j.surg.2008.04.017","title":"Circumportal pancreas and islet isolation","year":2008,"lang":"en","type":"article","venue":"Surgery","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Islet; Isolation (microbiology); Pancreas; Internal medicine; General surgery; Insulin; Bioinformatics","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":[0.0001060189,0.00005748268,0.0001763749,0.00007050766,0.00005153424,0.000003479786,0.000006185398,0.00003895765,0.0003247323],"category_scores_gemma":[0.0002340649,0.0000499318,0.0000480753,0.00008195404,0.0000471418,0.0000539168,0.000005084423,0.00004560454,0.0000588304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000897781,"about_ca_system_score_gemma":0.00005756237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002401066,"about_ca_topic_score_gemma":2.331126e-7,"domain_scores_codex":[0.9995525,0.0000134169,0.0001229969,0.000105801,0.00009935254,0.0001059405],"domain_scores_gemma":[0.9995795,0.0001750109,0.00003053295,0.00009830196,0.00002788799,0.00008870295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003863234,0.00003075996,0.9678149,0.00002245542,0.00002262001,0.0000561832,0.00005800643,1.28666e-7,0.003484082,0.00004995026,0.02655231,0.001870022],"study_design_scores_gemma":[0.0003481048,0.00002717555,0.9801635,0.00003715499,0.00003479694,0.0003278497,0.00003493534,0.0001275067,0.001835109,0.00007882562,0.01689577,0.00008929069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873636,0.0006306276,0.00006007698,0.0002916832,0.0001735669,0.00005215323,0.000001824916,0.00006248823,0.01136397],"genre_scores_gemma":[0.997396,0.0002220385,0.00009662257,0.0007228781,0.000168771,0.000004703011,0.00003011065,0.000007477568,0.001351401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01234863,"threshold_uncertainty_score":0.3555591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117834024723218,"score_gpt":0.2320029874655349,"score_spread":0.2008246472183027,"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."}}