{"id":"W2808121961","doi":"10.1111/trf.15012","title":"Development and evaluation of a transfusion medicine genome wide genotyping array","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Heart Foundation; National Heart, Lung, and Blood Institute; Medical Research Council; Novo Nordisk; National Institute for Health and Care Research","keywords":"Genotyping; Transfusion medicine; Medicine; Blood transfusion; Biology; Genetics; Internal medicine; Genotype; Gene","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":[0.006074306,0.0009547331,0.0008804469,0.0009511934,0.0004207867,0.001209204,0.001503659,0.001324713,0.003233974],"category_scores_gemma":[0.003770884,0.000497428,0.0007850769,0.0007527067,0.0003648603,0.0005459079,0.0008763849,0.001206806,0.001390968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006645432,"about_ca_system_score_gemma":0.001460219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185641,"about_ca_topic_score_gemma":0.001471582,"domain_scores_codex":[0.9950547,0.001800384,0.0003534847,0.001013049,0.001404632,0.0003737885],"domain_scores_gemma":[0.9969141,0.0006394363,0.0002514851,0.0004034188,0.001467764,0.000323715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001258098,0.0009188464,0.02724613,0.0004635746,0.0004648165,0.000353058,0.0002035349,0.01752054,0.7826338,0.001351996,0.007646181,0.1599395],"study_design_scores_gemma":[0.0008456751,0.008466148,0.05262523,0.0001142283,0.00089144,0.001748639,0.0001535663,0.0769057,0.8007269,0.001115887,0.05618276,0.0002237982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2670161,0.00164488,0.7055969,0.001261852,0.0004711258,0.006426337,0.005276955,0.005725323,0.006580637],"genre_scores_gemma":[0.166886,0.0005808807,0.8124423,0.001202459,0.0001460471,0.003737542,0.00939286,0.0004357888,0.005176075],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006074306,"threshold_uncertainty_score":0.0321244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970523090703073,"score_gpt":0.2914977693786261,"score_spread":0.2517925384715954,"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."}}