{"id":"W4308549039","doi":"10.1111/trf.17173","title":"Pre‐donation water and salty snacks to prevent vasovagal reactions among blood donors","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Héma-Québec","funders":"","keywords":"Medicine; Relative risk; Donation; Confidence interval; Blood donor; Demography; Pediatrics; Internal medicine","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":[0.002593399,0.000248795,0.0003353612,0.0003671378,0.0002927933,0.000526135,0.0006395439,0.0002804304,0.002924333],"category_scores_gemma":[0.005344695,0.0001052078,0.0004697131,0.0003301149,0.0001920793,0.0003354659,0.0005437344,0.0006738799,0.000247654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120155,"about_ca_system_score_gemma":0.001667258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104168,"about_ca_topic_score_gemma":0.002671262,"domain_scores_codex":[0.9987983,0.0006240042,0.00008620217,0.000103119,0.0002107635,0.0001776845],"domain_scores_gemma":[0.9971086,0.0008494454,0.001043698,0.0001538114,0.0003200188,0.0005243667],"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":[0.009476568,0.01247369,0.336054,0.003750865,0.000750664,0.000133854,0.0007430933,0.001337822,0.003021009,0.0005775076,0.008324135,0.6233569],"study_design_scores_gemma":[0.001442597,0.03054307,0.9388432,0.00172408,0.0009566659,0.0003613129,0.0007342382,0.002955993,0.006892562,0.0008688283,0.01463663,0.00004089596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839932,0.007620576,0.001711945,0.001537286,0.000229956,0.0005413753,0.0006405081,0.0001185023,0.003606674],"genre_scores_gemma":[0.9931121,0.002383178,0.002134018,0.0004327005,0.0001762758,0.0003499508,0.0003667445,0.00001165431,0.001033337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002924333,"threshold_uncertainty_score":0.01371539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190799306807463,"score_gpt":0.2275361480970348,"score_spread":0.2156281550289602,"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."}}