{"id":"W3167572916","doi":"10.1111/trf.16518","title":"High prevalence of weak<scp>D</scp>type 42 in a large‐scale<scp><i>RHD</i></scp>genotyping program in the province of<scp>Quebec (Canada)</scp>","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Genotyping; Serology; Genotype; Medicine; Demography; Allele; Genetics; Immunology; Biology; Antibody; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001071794,0.0005165103,0.001019327,0.0002681803,0.0001581773,0.00003600523,0.00050055,0.0004037157,0.00003284727],"category_scores_gemma":[0.0005724137,0.0004153653,0.0002661084,0.001802527,0.0001897001,0.000229552,0.0000822028,0.001036253,0.000006879037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611244,"about_ca_system_score_gemma":0.001672307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06719875,"about_ca_topic_score_gemma":0.6480305,"domain_scores_codex":[0.9952047,0.0004229067,0.001196037,0.0009165002,0.001287734,0.0009721571],"domain_scores_gemma":[0.997194,0.001047411,0.0002502896,0.0009207247,0.0003575093,0.0002300502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000436241,0.01637163,0.4018663,0.02377771,0.0004952868,0.002499258,0.0484425,0.0004973243,0.4265195,0.003710296,0.005855473,0.06952857],"study_design_scores_gemma":[0.01020975,0.001824341,0.7731934,0.005097878,0.0008185281,0.0001551896,0.009848575,0.0008213639,0.1611659,0.0003703996,0.03630301,0.0001916364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892036,0.004169174,0.0004116454,0.0005622636,0.0003631279,0.002584796,0.00007426029,0.00009257223,0.002538526],"genre_scores_gemma":[0.9926932,0.003453361,0.001109103,0.0003671694,0.0001425666,0.000118838,0.0000989867,0.00007971036,0.001937017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5808317,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00854451979406651,"score_gpt":0.23211750227172,"score_spread":0.2235729824776535,"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."}}