{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001489897,0.0003725463,0.0004345333,0.001315013,0.001210049,0.001551627,0.0005988286,0.0007837912,0.002725311],"category_scores_gemma":[0.004913312,0.0004188935,0.0006731466,0.002163317,0.00029205,0.0006840507,0.001148672,0.001242598,0.0005226849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007893381,"about_ca_system_score_gemma":0.0007191546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01630063,"about_ca_topic_score_gemma":0.01447888,"domain_scores_codex":[0.9988047,0.0004917102,0.0001236579,0.0002463315,0.0001555101,0.0001780472],"domain_scores_gemma":[0.9982491,0.000460253,0.0004650945,0.0002283002,0.0002235333,0.0003739143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002434678,0.0001146973,0.9930172,0.00002417924,0.0000907112,0.0017876,0.0002398361,0.00009533863,0.0002260671,0.0001478814,0.0008076648,0.003205341],"study_design_scores_gemma":[0.00008635024,0.000314251,0.9831178,0.00011553,0.0003459686,0.008175168,0.001335344,0.003226119,0.0002475513,0.0006095216,0.002379953,0.00004646546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964314,0.0003650589,0.0005366175,0.0003857646,0.00002114644,0.00004867169,0.0008823531,0.000009795045,0.00131917],"genre_scores_gemma":[0.9976278,0.000206449,0.0008838596,0.0001019249,0.00001973206,0.00003521302,0.0007351963,0.000006102212,0.0003837464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01630063,"threshold_uncertainty_score":0.03241146,"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."}}