{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001540145,0.00007239312,0.0001606076,0.00007545259,0.00002259758,0.00000170032,0.00008027852,0.0000424329,0.00008385807],"category_scores_gemma":[0.0000705448,0.00004850894,0.00003674448,0.0003743607,0.00002182234,0.00001557169,0.00001048788,0.0000877427,0.000005502655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003188052,"about_ca_system_score_gemma":0.0001966576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.777317,"about_ca_topic_score_gemma":0.7288775,"domain_scores_codex":[0.9992402,0.00003904188,0.0002073323,0.0001208319,0.0002749067,0.0001177433],"domain_scores_gemma":[0.9995859,0.00007226985,0.0000550815,0.0002159768,0.00004488076,0.00002591304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007431865,0.0004225116,0.9191494,0.001021113,0.00009756185,0.00005014147,0.002938106,0.000161987,0.01407766,0.008359943,0.01988718,0.03309121],"study_design_scores_gemma":[0.0005737536,0.0002990437,0.9943509,0.0001433863,0.000059832,0.000003338274,0.0001580269,0.0001963361,0.002215162,0.0001375407,0.001809077,0.00005359227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931809,0.0005272486,0.000001649115,0.002578744,0.0001212596,0.0002103116,0.00001943888,0.00001363774,0.003346774],"genre_scores_gemma":[0.9990675,0.00009777127,0.00004519472,0.0001241547,0.00007946588,0.000006025613,0.00001372478,0.000009743116,0.0005563616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0752015,"threshold_uncertainty_score":0.2760697,"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."}}