{"id":"W3153671878","doi":"10.1111/trf.16375","title":"Implementation of measures to reduce vasovagal reactions: Donor participation and results","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Donation; Blood donor; Medicine; Organ donation; Blood donations; Surgery; Transplantation; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01829999,0.0004666209,0.0004182587,0.0008050891,0.000867895,0.001006645,0.001062484,0.0005669,0.003674345],"category_scores_gemma":[0.02971683,0.0001614134,0.0006378107,0.001018666,0.000433125,0.0005485571,0.001231305,0.0007602282,0.0003764159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003848196,"about_ca_system_score_gemma":0.01141889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05061004,"about_ca_topic_score_gemma":0.04468871,"domain_scores_codex":[0.9901052,0.005034053,0.0007407391,0.0004124057,0.002158486,0.001549026],"domain_scores_gemma":[0.9755377,0.00596225,0.007865592,0.0009679048,0.005545679,0.004120802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001036923,0.001850856,0.7066287,0.001666792,0.0001811866,0.0001870845,0.00227144,0.0004550557,0.0008359372,0.0001888362,0.005759507,0.2789378],"study_design_scores_gemma":[0.0001259756,0.00190798,0.9868405,0.000773943,0.0001314398,0.00019017,0.001458207,0.0003738135,0.001325038,0.00007895347,0.00676498,0.00002889986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692568,0.00474419,0.002352557,0.007045385,0.0001864919,0.002234272,0.001430316,0.0001550656,0.01259491],"genre_scores_gemma":[0.9904553,0.001733721,0.00354382,0.001390345,0.0001151785,0.0007818023,0.0005207238,0.00001994669,0.001439235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05061004,"threshold_uncertainty_score":0.1006309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389183239846822,"score_gpt":0.3188754039566577,"score_spread":0.2749835715581895,"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."}}