{"id":"W4237366163","doi":"10.3410/f.719457942.793507665","title":"Faculty Opinions recommendation of Dendritic cell-directed CTLA-4 engagement during pancreatic beta cell antigen presentation delays type 1 diabetes.","year":2015,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Beta cell; Presentation (obstetrics); BETA (programming language); Antigen presentation; Type 1 diabetes; Medicine; Computer science; Diabetes mellitus; Immunology; T cell; Endocrinology; Immune system","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":[0.001400225,0.001336137,0.001555299,0.001868967,0.0005186279,0.002301943,0.00194223,0.00182462,0.07664759],"category_scores_gemma":[0.01166356,0.0004694577,0.002156395,0.003254304,0.0002388027,0.001129078,0.001517383,0.001262109,0.03910953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158557,"about_ca_system_score_gemma":0.002981953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0209845,"about_ca_topic_score_gemma":0.04755194,"domain_scores_codex":[0.9988611,0.0002173197,0.0001652579,0.0003401449,0.000262181,0.0001540498],"domain_scores_gemma":[0.9961385,0.001235176,0.000796399,0.00052703,0.000795259,0.0005076119],"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":[0.0007067508,0.00004664671,0.006366089,0.002690678,0.0003624551,0.00003360699,0.00001736197,0.000260077,0.0002447969,0.0002899167,0.9824808,0.006500856],"study_design_scores_gemma":[0.00254349,0.0001255478,0.03876917,0.001826239,0.0009798632,0.0001716256,0.00008044082,0.0009080322,0.001005794,0.001413115,0.9521063,0.00007034893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003530235,0.0002578097,0.00004300829,0.0001540881,0.00003761453,0.00001353712,0.998395,0.000126475,0.0006195182],"genre_scores_gemma":[0.002105708,0.0002786554,0.0002639019,0.0002117492,0.00002420041,0.00008111949,0.9957023,0.00005226027,0.001280188],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07664759,"threshold_uncertainty_score":0.2564117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997402645561046,"score_gpt":0.3121195273999272,"score_spread":0.2921455009443167,"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."}}