{"id":"W3107801182","doi":"10.1111/vox.13037","title":"Vox Sanguinis International Forum on Mitigation Strategies to Prevent Faint and Pre‐faint Adverse Reactions in Whole Blood Donors: Summary","year":2020,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Library science; Interlibrary loan; Operations research; Computer science; Engineering","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":[0.0002725736,0.0002221403,0.0001941218,0.0003654785,0.0001525815,0.0003782952,0.0002271092,0.00009302061,0.0005972214],"category_scores_gemma":[0.0003246996,0.0002219322,0.00008133138,0.0004836466,0.00004131062,0.001651849,0.0001340731,0.0002458465,0.000213742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002941792,"about_ca_system_score_gemma":0.0000405189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009224449,"about_ca_topic_score_gemma":0.001318904,"domain_scores_codex":[0.9984379,0.00003382753,0.0004446657,0.0004642157,0.0003712113,0.0002481366],"domain_scores_gemma":[0.9993072,0.0001054538,0.0002098235,0.0001817988,0.0001367791,0.00005894592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003104815,0.00847366,0.1240523,0.001742166,0.001626902,0.0005713398,0.02209124,0.008440222,0.03977049,0.4680283,0.1866865,0.1354121],"study_design_scores_gemma":[0.002629419,0.0002065689,0.05066367,0.0003117806,0.0001829645,0.000007083294,0.01561032,0.002654935,0.001439625,0.003835013,0.9217823,0.0006762773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8191694,0.0001232385,0.0004556169,0.1101323,0.0007719343,0.000992359,0.00005705049,0.0002878207,0.06801023],"genre_scores_gemma":[0.9897141,0.00006066392,0.0004628447,0.008546031,0.0006101939,0.00009137805,0.0001181177,0.00002958573,0.0003670253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7350958,"threshold_uncertainty_score":0.9050134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396586512673568,"score_gpt":0.2502869443253185,"score_spread":0.2363210791985828,"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."}}