{"id":"W1589105318","doi":"10.1111/trf.12941","title":"It's time to phase in<i><scp>RHD</scp></i>genotyping for patients with a serologic weak<scp>D</scp>phenotype","year":2014,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Genotyping; Serology; Phenotype; Medicine; Immunology; Virology; Biology; Antibody; Genetics; Genotype; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009289777,0.0007758444,0.001052328,0.001300648,0.002702933,0.004428096,0.002588511,0.005536651,0.01844292],"category_scores_gemma":[0.02471352,0.000558142,0.001819628,0.0006320071,0.001465444,0.004209469,0.002129387,0.008546786,0.01255113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022487,"about_ca_system_score_gemma":0.004271103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00841425,"about_ca_topic_score_gemma":0.01306523,"domain_scores_codex":[0.9959364,0.001260615,0.0004614929,0.0004993801,0.001170515,0.0006715672],"domain_scores_gemma":[0.9680392,0.007790939,0.002939597,0.002991461,0.009823461,0.00841547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007578945,0.0005566821,0.02765316,0.0002696052,0.00007984829,0.001824111,0.0005444162,0.0004059484,0.001975769,0.003339694,0.5966143,0.3659786],"study_design_scores_gemma":[0.0008378736,0.001685783,0.03899964,0.004246298,0.0002028191,0.006445623,0.003824569,0.002047734,0.004251773,0.02834876,0.9088123,0.0002969474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01807849,0.0175071,0.03345634,0.856802,0.04760484,0.0009681131,0.001043545,0.002776014,0.02176364],"genre_scores_gemma":[0.1533255,0.01410995,0.08902814,0.6699938,0.04649587,0.001504569,0.002277336,0.002167064,0.02109778],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01844292,"threshold_uncertainty_score":0.06169772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00953655091624425,"score_gpt":0.238505591623204,"score_spread":0.2289690407069598,"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."}}