{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001335014,0.0008011044,0.0006576793,0.001193693,0.0009066668,0.001767346,0.0007954809,0.00192931,0.004996534],"category_scores_gemma":[0.002210899,0.0003429095,0.0009527231,0.001104755,0.002560599,0.00283664,0.001434237,0.005366566,0.000870125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006593079,"about_ca_system_score_gemma":0.0005776875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003493397,"about_ca_topic_score_gemma":0.0007409288,"domain_scores_codex":[0.9995303,0.0001412886,0.00005189749,0.0001088253,0.00007651781,0.000091148],"domain_scores_gemma":[0.998476,0.000784129,0.0001798496,0.0002426001,0.00003914281,0.0002783141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01719687,0.002476017,0.06646076,0.002143305,0.000368761,0.09452182,0.0007696006,0.001900832,0.041199,0.07877233,0.01342914,0.6807616],"study_design_scores_gemma":[0.0007544761,0.006614987,0.0893862,0.0006486757,0.0003843768,0.6611548,0.000996584,0.002500912,0.02530729,0.05518415,0.156856,0.0002114936],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.497786,0.2027435,0.07147408,0.02791992,0.008343133,0.0002196242,0.0002483142,0.0006510206,0.1906144],"genre_scores_gemma":[0.8579103,0.05765308,0.04032062,0.008176292,0.01331269,0.0001531848,0.0004407646,0.0002030984,0.02182991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004996534,"threshold_uncertainty_score":0.01671511,"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."}}