{"id":"W1856730605","doi":"10.1111/tme.12101","title":"Red blood cell antigen portrait of self‐identified Black donors in Quebec","year":2014,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Blood groups and transfusion","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Genotyping; Medicine; Red blood cell; Blood donor; Blood transfusion; Donation; Cohort; Portrait; Ethnic group; Immunology; Genotype; Internal medicine; Biology; Genetics; Geography; Gene; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009623606,0.0003046207,0.0009394549,0.0004338812,0.0000540495,0.000005373239,0.0001680621,0.0002436823,0.0009877712],"category_scores_gemma":[0.00005429383,0.0002351296,0.0001680242,0.0006592789,0.0002318209,0.0001133921,0.00001495954,0.0003994769,0.00001956366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002511278,"about_ca_system_score_gemma":0.0000992292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02191881,"about_ca_topic_score_gemma":0.01469834,"domain_scores_codex":[0.9972546,0.0001245683,0.001026975,0.0005160905,0.000684028,0.0003937452],"domain_scores_gemma":[0.9987803,0.0001271071,0.0001445282,0.0005380525,0.0001358149,0.0002741922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000875571,0.002415703,0.1384486,0.001564037,0.0001373494,0.0001929429,0.008108145,0.0000202081,0.8369741,0.0007192199,0.001237198,0.009306863],"study_design_scores_gemma":[0.04948764,0.003861309,0.7288332,0.002848187,0.001823403,0.0001080767,0.001558784,0.001096135,0.1988312,0.0004426353,0.01039509,0.0007143517],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791984,0.0003191165,0.001122787,0.003539138,0.0002526981,0.0007811126,0.000003967176,0.0001120471,0.01467076],"genre_scores_gemma":[0.9936438,0.003288493,0.0006973883,0.0004685566,0.0002527585,0.00001025836,0.00006029924,0.00004822015,0.001530229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6381429,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0080629447588407,"score_gpt":0.2280570030046481,"score_spread":0.2199940582458074,"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."}}