{"id":"W4387007587","doi":"10.1016/j.humimm.2023.08.088","title":"P521 Assessment of HLA-associated type 1 diabetes risk in Haiti","year":2023,"lang":"en","type":"article","venue":"Human Immunology","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Human leukocyte antigen; Type 2 diabetes; Type 1 diabetes; Diabetes mellitus; Medicine; Immunology; Endocrinology; Antigen","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":[0.0002447618,0.0002634171,0.0001475697,0.0006776739,0.000549131,0.0004668251,0.0002214888,0.0003383187,0.001431204],"category_scores_gemma":[0.0005627244,0.0002013957,0.0001310657,0.0006132637,0.0002037236,0.0002262063,0.0002360365,0.0003887113,0.0003316136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714381,"about_ca_system_score_gemma":0.00024783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009213757,"about_ca_topic_score_gemma":0.0103438,"domain_scores_codex":[0.9998481,0.0000497743,0.00001437174,0.00002559128,0.00002868218,0.00003338997],"domain_scores_gemma":[0.9997903,0.00002946841,0.00007845219,0.00001108954,0.00004171411,0.00004904831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001430722,0.00008606278,0.9955289,0.000006328167,0.00001604076,0.0001899022,0.0001151844,0.00003582492,0.002038369,0.00004529506,0.00007326,0.001721751],"study_design_scores_gemma":[0.000003289832,0.0001511007,0.9977918,0.000005921636,0.00002080232,0.00042836,0.0004162583,0.0003534163,0.0004972703,0.00002975282,0.0002989989,0.000003033968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984102,0.00006243268,0.00009305148,0.00002844272,0.000004000692,0.000006389333,0.0001188759,0.00000249165,0.001274014],"genre_scores_gemma":[0.9991425,0.00005284583,0.000107711,0.00001843532,0.000003880544,0.000004086665,0.00009413989,0.00000145664,0.0005748234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009213757,"threshold_uncertainty_score":0.0183202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009310878746651052,"score_gpt":0.2705631441299394,"score_spread":0.2612522653832884,"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."}}