{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006615507,0.0001754509,0.0002569207,0.0004564281,0.0001582164,0.00005570857,0.0001082804,0.00007350035,0.002289006],"category_scores_gemma":[0.00003829355,0.0001469464,0.00007582297,0.0007100287,0.00004958199,0.0007640172,0.00002312047,0.0001295961,0.00003605695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001022441,"about_ca_system_score_gemma":0.00003031063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005337302,"about_ca_topic_score_gemma":0.000803601,"domain_scores_codex":[0.9986675,0.00004628377,0.000453466,0.0002693517,0.0003729903,0.0001903651],"domain_scores_gemma":[0.9992023,0.000196464,0.0002730082,0.0001767719,0.0001317339,0.00001978481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005972784,0.001110882,0.3398394,0.002281814,0.0003294111,0.00002210107,0.00235185,0.001209912,0.2108359,0.009614288,0.00453291,0.4218988],"study_design_scores_gemma":[0.005479117,0.0003316118,0.9703221,0.00008792356,0.0003347263,0.000001122296,0.001870888,0.005913279,0.009298167,0.0005401938,0.005531052,0.0002898061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995954,0.00002378947,0.0005013802,0.001331101,0.000159348,0.0003781917,0.0001688063,0.0001018998,0.001381495],"genre_scores_gemma":[0.9989763,0.0002737988,0.00009207086,0.0002327425,0.0001004191,0.000008566109,0.0002617386,0.00002351785,0.00003086276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6304827,"threshold_uncertainty_score":0.998623,"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."}}