{"id":"W4376616605","doi":"10.1111/vox.13447","title":"Prevalence of weak D phenotypes in the general population of Québec, Canada: A focus on weak D type 42","year":2023,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Allele; Population; Phenotype; Cohort; Genotype; Demography; Allele frequency; Genetics; Biology; Medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006060752,0.0003080422,0.0002032434,0.001337681,0.001102826,0.0007125115,0.0007285126,0.0003250507,0.00282307],"category_scores_gemma":[0.001090679,0.0001352907,0.0002772749,0.001714438,0.0005533322,0.0002255309,0.0003937927,0.0002844735,0.0001970097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00757821,"about_ca_system_score_gemma":0.004418341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9770082,"about_ca_topic_score_gemma":0.9761712,"domain_scores_codex":[0.9995527,0.00005168872,0.0000269167,0.0001354671,0.0001355541,0.00009762694],"domain_scores_gemma":[0.9990078,0.0000927142,0.0003008852,0.0000388164,0.0003917488,0.0001680657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003270777,0.000007083203,0.9944972,0.0000302071,0.00005386266,0.00004250964,0.0001448393,0.0001027895,0.0003936787,0.00008907356,0.0005952412,0.004010716],"study_design_scores_gemma":[0.000003084638,0.00001722149,0.9986498,0.00002186757,0.0000222049,0.00006284184,0.0002010876,0.0003069724,0.00007931834,0.00001751407,0.0006125997,0.000005543201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890534,0.001409954,0.000777172,0.0002407273,0.000009413076,0.00003768895,0.005198757,0.0000265612,0.003246302],"genre_scores_gemma":[0.9977209,0.0003034572,0.000325446,0.00005101674,0.000003355696,0.00001031373,0.0008762234,0.000003466661,0.0007058493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02299178,"threshold_uncertainty_score":0.05498403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162697988632995,"score_gpt":0.2586275827568935,"score_spread":0.242357783893594,"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."}}