{"id":"W3138951314","doi":"10.1111/vox.13038","title":"International Forum on Mitigation Strategies to Prevent Faint and Pre‐faint Adverse Reactions in Whole Blood Donors: Responses","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Canadian Blood Services","funders":"","keywords":"Medicine; Adverse effect; Intensive care medicine; Environmental health; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02669965,0.001233305,0.001019375,0.0008424023,0.006829053,0.006220063,0.003341144,0.06714437,0.02533726],"category_scores_gemma":[0.0737937,0.0006949976,0.00197949,0.0007444485,0.003658907,0.005977368,0.01051897,0.03027138,0.006014353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004032108,"about_ca_system_score_gemma":0.01748185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543864,"about_ca_topic_score_gemma":0.004210593,"domain_scores_codex":[0.9852186,0.005770263,0.002114309,0.001122958,0.002524714,0.0032492],"domain_scores_gemma":[0.9443287,0.0271819,0.005026973,0.001290757,0.01238505,0.009786602],"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":[0.00006915324,0.0001394958,0.00203351,0.0006335464,0.0000305586,0.0003389993,0.002864335,0.0001048983,0.0004318663,0.00682427,0.964354,0.02217531],"study_design_scores_gemma":[0.00009932128,0.000103224,0.003076431,0.001848601,0.00004751084,0.0002771065,0.008872246,0.0001058757,0.0003002615,0.005682135,0.9795021,0.00008521447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007283047,0.00147212,0.0002403212,0.9766412,0.01676693,0.00004995821,0.0001113074,0.00002476046,0.003965059],"genre_scores_gemma":[0.009369654,0.001766998,0.0008114863,0.9660071,0.015963,0.0001746187,0.0001213726,0.00003367021,0.005752061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06714437,"threshold_uncertainty_score":0.1412029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390798963576026,"score_gpt":0.2695085746558445,"score_spread":0.2556005850200842,"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."}}