{"id":"W2090630523","doi":"10.1111/j.1537-2995.2005.00586.x","title":"Partial D, weak D types, and novel<i>RHD</i>alleles among 33,864 multiethnic patients: implications for anti‐D alloimmunization and prevention","year":2005,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society; Canadian Blood Services; University of Toronto; Mount Sinai Hospital","funders":"Dartmouth College","keywords":"Allele; Serology; Medicine; Population; Antigen; Immunology; Prospective cohort study; Antibody; Biology; Genetics; Internal medicine; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001441845,0.0001601918,0.0002227334,0.00008194739,0.0002335891,0.00002230871,0.00004192119,0.0001478646,0.00002391417],"category_scores_gemma":[0.00001871083,0.0001426699,0.00006926402,0.0001310508,0.00007224385,0.0002228566,0.0000147924,0.0001194443,0.000002034141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002107141,"about_ca_system_score_gemma":0.00002309516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008708124,"about_ca_topic_score_gemma":0.000310972,"domain_scores_codex":[0.9990476,0.00002169391,0.0002936762,0.0003232562,0.0001182583,0.0001955113],"domain_scores_gemma":[0.9994857,0.00004307678,0.00005618249,0.0001830647,0.0001224829,0.000109529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007665693,0.002061123,0.4745981,0.000525617,0.0001556513,3.406608e-7,0.001711688,0.00007020072,0.1862309,0.002571955,0.0002420578,0.3310659],"study_design_scores_gemma":[0.007728903,0.0005681952,0.9787264,0.0001819437,0.0003612616,0.00000864723,0.0000559086,0.001701013,0.003273173,0.0001739649,0.007018022,0.0002025916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569773,0.0004154276,0.03936708,0.00151866,0.0000657591,0.001382596,0.00003979888,0.00007602598,0.0001573709],"genre_scores_gemma":[0.9931313,0.002295467,0.003737856,0.00008369071,0.0001011079,0.0000736953,0.0003557163,0.00003216207,0.0001889504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5041283,"threshold_uncertainty_score":0.581791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612785450895943,"score_gpt":0.2668809923819432,"score_spread":0.2507531378729838,"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."}}