{"id":"W4387571987","doi":"10.1111/trf.37_17554","title":"OA2‐AM23‐ST‐13 | Implementation of Sexual Risk‐Based Criteria: Impact on Safety and Adequacy of Supply","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Canadian Blood Services","funders":"","keywords":"Medicine; Deferral; Donation; Blood donor; Plateletpheresis; Demography; Human immunodeficiency virus (HIV); Apheresis; Epidemiology; Blood transfusion; Blood supply; Gynecology; Family medicine; Surgery; Internal medicine; Immunology; Finance","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":[0.005201602,0.0001795129,0.0003095533,0.0008167214,0.0006053679,0.002798922,0.001034329,0.0008978542,0.01901895],"category_scores_gemma":[0.01756762,0.0001832558,0.0005529539,0.0009502908,0.0003353519,0.0004826162,0.001070347,0.0006627928,0.0026724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004421916,"about_ca_system_score_gemma":0.01583536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2487393,"about_ca_topic_score_gemma":0.2515944,"domain_scores_codex":[0.9967747,0.001013428,0.0002324937,0.0001947319,0.0009550984,0.0008294209],"domain_scores_gemma":[0.9833288,0.003536894,0.002234753,0.0008163723,0.004664692,0.005418452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004056202,0.001448797,0.5139863,0.0006842421,0.0001901347,0.0006608734,0.0006059026,0.003399608,0.00233753,0.003322007,0.2504416,0.2188669],"study_design_scores_gemma":[0.0005354864,0.001250613,0.8444212,0.0003645816,0.0000538869,0.0002299193,0.0008070661,0.002802476,0.001350324,0.0003449704,0.1477922,0.00004725925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7110689,0.00163263,0.002204297,0.02357776,0.001723639,0.002045334,0.07497223,0.001199854,0.1815754],"genre_scores_gemma":[0.888151,0.000884898,0.003638223,0.006242328,0.0006458192,0.001165156,0.04591037,0.0003983889,0.05296368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2487393,"threshold_uncertainty_score":0.494583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183444136182149,"score_gpt":0.3121340217139659,"score_spread":0.2902995803521444,"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."}}