{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002850946,0.0001273776,0.0001135078,0.0003505647,0.0001196403,0.0003371487,0.0001040047,0.00005809796,0.0006121802],"category_scores_gemma":[0.0004183853,0.0001286562,0.00004770765,0.0003588637,0.00002456596,0.00119526,0.0000831642,0.0001403662,0.0001027691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002312055,"about_ca_system_score_gemma":0.00004727442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005125853,"about_ca_topic_score_gemma":0.001911986,"domain_scores_codex":[0.9989662,0.00003765392,0.0002815624,0.0003079705,0.0002480151,0.0001586029],"domain_scores_gemma":[0.9993998,0.0001317503,0.0001185155,0.0001643211,0.0001635861,0.00002207171],"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":[0.002336015,0.008436634,0.0904083,0.0006605225,0.0008692587,0.000762561,0.007057234,0.003662012,0.08575097,0.6739465,0.02796807,0.09814189],"study_design_scores_gemma":[0.001624332,0.00006700266,0.1120844,0.0002529695,0.00009826939,0.00001757674,0.01364343,0.000528041,0.00448181,0.005849179,0.8609805,0.0003725865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237227,0.00005252852,0.0001685621,0.0364591,0.0004587815,0.0002809417,0.00001745723,0.00008455976,0.03875538],"genre_scores_gemma":[0.9951593,0.0000584967,0.0005206841,0.002484953,0.0002446503,0.00006133168,0.00005963635,0.00001488705,0.001396027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8330123,"threshold_uncertainty_score":0.6702943,"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."}}