{"id":"W2995192503","doi":"10.32113/cellr4_201911_2797","title":"Establishing a national program of islet transplantation in Australia.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Islet; Transplantation; Medicine; Intensive care medicine; Internal medicine; Insulin","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":[0.01603003,0.0006085734,0.0005888913,0.0006853763,0.002436563,0.003361692,0.001970763,0.009298655,0.01090226],"category_scores_gemma":[0.01879202,0.0004437526,0.001253448,0.0003664154,0.002929151,0.006212078,0.007728178,0.01603304,0.003758639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003525969,"about_ca_system_score_gemma":0.02609211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009281859,"about_ca_topic_score_gemma":0.01110919,"domain_scores_codex":[0.9911723,0.003214445,0.0005811602,0.0007583522,0.002784971,0.001488765],"domain_scores_gemma":[0.9707939,0.002780416,0.001497865,0.0007058642,0.006947295,0.01727472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001338992,0.0001747733,0.001485431,0.0007240117,0.00004060135,0.0007566034,0.0005506384,0.00009433823,0.0005949838,0.00491305,0.9235492,0.0669826],"study_design_scores_gemma":[0.00007911163,0.0002236498,0.004718707,0.0006750299,0.00002434109,0.0006405408,0.0003692777,0.0001806407,0.0003002168,0.002052951,0.99069,0.00004555102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001355024,0.01685674,0.00144373,0.8759898,0.09969345,0.0001731077,0.0001085371,0.000110727,0.004268962],"genre_scores_gemma":[0.015253,0.01173448,0.004538061,0.9003647,0.03942794,0.000410266,0.0002849213,0.0001445989,0.02784207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01603003,"threshold_uncertainty_score":0.08477592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734636984613666,"score_gpt":0.2808396181016602,"score_spread":0.2434932482555236,"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."}}