{"id":"W2903131644","doi":"10.1111/trf.15046","title":"Respiration and applied tension strategies to reduce vasovagal reactions to blood donation: A randomized controlled trial","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Hyperventilation; Donation; Medicine; Randomized controlled trial; Psychological intervention; Respiration; Breathing; Anesthesia; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002766477,0.001680476,0.004827259,0.0009086525,0.0007640768,0.001269994,0.001457758,0.003823556,0.01074046],"category_scores_gemma":[0.004452698,0.0008549563,0.002915481,0.0008555692,0.001466053,0.001481906,0.0006898998,0.003095322,0.000798865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008814907,"about_ca_system_score_gemma":0.001624973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127292,"about_ca_topic_score_gemma":0.0030719,"domain_scores_codex":[0.9981035,0.001087796,0.000180532,0.0002857271,0.0001385119,0.0002039485],"domain_scores_gemma":[0.9979144,0.001020312,0.000339549,0.0001067376,0.0001218595,0.0004972792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9722667,0.01084958,0.0001772676,0.003206733,0.001533581,0.00003776492,0.00005376954,0.0001596056,0.0004939842,0.0001209142,0.0004237201,0.01067634],"study_design_scores_gemma":[0.9734181,0.02508967,0.0003471653,0.0001161464,0.0005222437,0.000007774686,0.00001952682,0.0001325191,0.0000658336,0.00007434216,0.000198338,0.000008278914],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382926,0.02424705,0.001549878,0.00194688,0.003212166,0.0258236,0.001386547,0.0002947161,0.003246503],"genre_scores_gemma":[0.9327938,0.01231815,0.00510336,0.002464326,0.00170991,0.04071929,0.0005558245,0.00003122168,0.004304177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074046,"threshold_uncertainty_score":0.0359304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195190541760569,"score_gpt":0.2681219660863218,"score_spread":0.2461700606687161,"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."}}