{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01523338,0.001201723,0.0006776426,0.001200334,0.001057217,0.003779982,0.001613028,0.008793108,0.01451778],"category_scores_gemma":[0.01069927,0.0003342534,0.001172417,0.000883207,0.0007289255,0.002052933,0.002623331,0.005784517,0.00313288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582899,"about_ca_system_score_gemma":0.01379897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005765951,"about_ca_topic_score_gemma":0.009207251,"domain_scores_codex":[0.995146,0.001997655,0.0006044335,0.0002975499,0.001204181,0.0007501685],"domain_scores_gemma":[0.9876577,0.003609009,0.001688277,0.000344378,0.003911827,0.002788857],"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":[0.000203761,0.0004595504,0.003593644,0.002226123,0.0000704445,0.0002863972,0.0004552494,0.0002801334,0.0008071747,0.005981097,0.733914,0.2517225],"study_design_scores_gemma":[0.0001292042,0.0004946886,0.01511771,0.008742172,0.0001368405,0.0002982593,0.001174411,0.0001960746,0.0008520668,0.003341523,0.9694753,0.00004168889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004144612,0.1253874,0.00270357,0.77647,0.04263607,0.0004102364,0.001200793,0.0002429396,0.04680427],"genre_scores_gemma":[0.07529338,0.3529965,0.01575881,0.3724855,0.06850113,0.001314155,0.004743893,0.0002421966,0.1086645],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01523338,"threshold_uncertainty_score":0.08056277,"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."}}