{"id":"W4313426747","doi":"10.21926/obm.transplant.2204171","title":"Islet Transplantation: How Much Have We Advanced and How to Keep Moving Forward?","year":2022,"lang":"en","type":"article","venue":"OBM Transplantation","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Transplantation; Islet; Internal medicine; Medicine; Islet cell transplantation; Endocrinology; Insulin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005618803,0.001322811,0.001807812,0.001425843,0.001483508,0.005078975,0.001596592,0.005123316,0.01380025],"category_scores_gemma":[0.01599865,0.0003967673,0.0008770992,0.0007900542,0.002150163,0.005004203,0.00080443,0.00956978,0.00725141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577274,"about_ca_system_score_gemma":0.001949284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106864,"about_ca_topic_score_gemma":0.002270658,"domain_scores_codex":[0.9978745,0.000413914,0.0003278066,0.0002599515,0.0008785654,0.0002452404],"domain_scores_gemma":[0.9815882,0.004363441,0.001231124,0.0005508287,0.009103191,0.00316319],"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":[0.00009954405,0.00003064035,0.0003192514,0.0004728766,0.00002237298,0.0002147332,0.00004104696,0.00002828684,0.0001711545,0.0009980471,0.9574594,0.04014265],"study_design_scores_gemma":[0.00003418182,0.00004461833,0.0005979636,0.0007334813,0.00005190997,0.0008304131,0.0001801242,0.00009886857,0.0002977284,0.00178871,0.9953177,0.00002427442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0003489893,0.05907105,0.0003654233,0.1608616,0.7764096,0.00001436999,0.00006987348,0.00009428644,0.002764734],"genre_scores_gemma":[0.003115561,0.06901396,0.0005069422,0.05086888,0.8664129,0.00001490517,0.00009346809,0.00007089922,0.009902565],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01380025,"threshold_uncertainty_score":0.04616648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334372976024098,"score_gpt":0.2490674315323236,"score_spread":0.2357237017720827,"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."}}