{"id":"W4221059418","doi":"10.1111/vox.13271","title":"Weak D type 42: Antigen density and risk of alloimmunization in the province of Québec","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood groups and transfusion","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Université de Sherbrooke","funders":"","keywords":"Flow cytometry; Antigen; Medicine; Retrospective cohort study; Red Cell; Antibody; Pregnancy; Relative risk; Internal medicine; Gastroenterology; Obstetrics; Immunology; Andrology; Biology; Confidence interval; Genetics","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":[0.000389936,0.0002057246,0.0001643032,0.0008873195,0.001196415,0.0005932203,0.0005356483,0.0002978971,0.001996153],"category_scores_gemma":[0.001132334,0.0001300164,0.0001577212,0.001189486,0.0004147077,0.0001672478,0.0003179456,0.0002786806,0.0001312302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005248833,"about_ca_system_score_gemma":0.003970057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9560096,"about_ca_topic_score_gemma":0.9553467,"domain_scores_codex":[0.9996922,0.00004165159,0.00002058579,0.0000567824,0.00009865736,0.00009011556],"domain_scores_gemma":[0.9989238,0.0001134464,0.0002990378,0.00003362776,0.0003925132,0.0002375836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002145563,0.000007614829,0.9979163,0.000005964369,0.000009783687,0.00006115656,0.00007507622,0.00003490996,0.0002002888,0.0000195843,0.0002081542,0.001439793],"study_design_scores_gemma":[0.000003111915,0.00001968232,0.9987541,0.00001231749,0.000007277445,0.000129153,0.0003279029,0.0003081464,0.00006620994,0.000008192847,0.0003608112,0.000003144261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998023,0.0002178265,0.00009228037,0.0001050195,0.000004554583,0.00001015527,0.0006530822,0.000004342616,0.0008897813],"genre_scores_gemma":[0.9993739,0.00007068848,0.0000550047,0.00002380154,0.000001761537,0.000002986069,0.0002119541,0.000001081121,0.0002589201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04399043,"threshold_uncertainty_score":0.08849895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00785915067100197,"score_gpt":0.225184332021142,"score_spread":0.21732518135014,"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."}}