{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005630519,0.0002480193,0.0002082501,0.0007241025,0.001113569,0.0006937814,0.0006172242,0.000366495,0.001675385],"category_scores_gemma":[0.001197702,0.0002076169,0.000199637,0.001309071,0.0007107882,0.0001771703,0.0003335766,0.0003374205,0.0001422161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003712649,"about_ca_system_score_gemma":0.004442199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8006675,"about_ca_topic_score_gemma":0.8146603,"domain_scores_codex":[0.9993513,0.0000795435,0.00003804075,0.000167893,0.0001908861,0.0001723802],"domain_scores_gemma":[0.998826,0.0001225341,0.0004364743,0.00005979541,0.0002962086,0.0002589297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002941408,0.000008597365,0.998128,0.0000112032,0.000009834009,0.00009779545,0.0001078561,0.00001767027,0.0002880347,0.00001580117,0.0002167842,0.001069056],"study_design_scores_gemma":[0.00000354092,0.00004301753,0.9986274,0.00001272776,0.00001100078,0.000330108,0.0004586027,0.0001241211,0.00008227969,0.000006547299,0.0002969393,0.00000388457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987003,0.0001662903,0.00009335917,0.00006517732,0.0000047697,0.0000180123,0.0004575174,0.000004629309,0.0004900423],"genre_scores_gemma":[0.9994935,0.00006441936,0.00006807988,0.00003539571,0.000002845573,0.000003907457,0.0001766634,0.000001120281,0.0001540185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993325,"threshold_uncertainty_score":0.4010128,"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."}}