{"id":"W4412246790","doi":"","title":"Genetic risk prediction using a nationwide blood donor platform - an inflammatory bowel disease case study","year":2022,"lang":"en","type":"article","venue":"RUCforsk (Roskilde University)","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002717194,0.000186544,0.0001933629,0.000741371,0.001075229,0.0000435975,0.0001802402,0.00004880172,0.0004457438],"category_scores_gemma":[0.0001250643,0.0002131241,0.000147486,0.0005158501,0.00006788793,0.0004140242,0.0002982106,0.0003948568,0.000007271927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003889844,"about_ca_system_score_gemma":0.0004698703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664568,"about_ca_topic_score_gemma":0.0003529309,"domain_scores_codex":[0.998199,0.0001978663,0.0002291056,0.0004378451,0.0005585069,0.0003776033],"domain_scores_gemma":[0.9984701,0.00008064334,0.0001337635,0.0004703951,0.0001285705,0.0007165873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007844247,0.001635969,0.9524828,0.00005744165,0.0002447335,0.04097261,0.0006999839,0.001706626,0.0002685083,0.0009381332,0.0001589225,0.00004986512],"study_design_scores_gemma":[0.08261465,0.02334592,0.5508861,0.0003338231,0.02002958,0.0242077,0.1639542,0.111531,0.0002592537,0.01017761,0.008936022,0.003724115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967604,0.00005466383,0.001322022,0.00002580753,0.0001429018,0.001137945,0.0003867957,0.0001462928,0.00002322216],"genre_scores_gemma":[0.9918985,0.00006873033,0.007220413,0.00004266764,0.0001709994,0.00001551376,0.00007904488,0.00003140514,0.0004726972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4015967,"threshold_uncertainty_score":0.8690951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177573164703378,"score_gpt":0.2427463103280044,"score_spread":0.2249889938576666,"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."}}