{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001819034,0.0002578391,0.0006917226,0.0006072259,0.0005936083,0.0006039298,0.000133357,0.0001306879,0.0005809789],"category_scores_gemma":[0.0004023161,0.0002055579,0.0001477534,0.000773619,0.00008701276,0.001251928,0.00003886312,0.0001616993,0.000249669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001176,"about_ca_system_score_gemma":0.00005182792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004216945,"about_ca_topic_score_gemma":0.0004805856,"domain_scores_codex":[0.9979295,0.00008161159,0.0007186785,0.0005194324,0.0005118175,0.0002389463],"domain_scores_gemma":[0.9987239,0.0003043291,0.0002116815,0.0002352023,0.000470307,0.00005456879],"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":[0.8526134,0.0003281775,0.000004342761,0.00003622287,0.0001044152,0.000001968057,0.0005637546,0.00004858258,0.07821034,0.06164033,0.00046569,0.005982778],"study_design_scores_gemma":[0.9597185,0.0002078804,0.0002843537,0.00006402093,0.0007199071,0.000005060953,0.0004730645,0.0006626996,0.002734774,0.002457916,0.03228872,0.0003830744],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011267,0.00002775303,0.01280489,0.01204123,0.001104389,0.007080201,0.000001775439,0.0003073465,0.06550571],"genre_scores_gemma":[0.9928809,0.00005068199,0.00116596,0.003092825,0.001707041,0.0006496947,0.00001730358,0.00002979478,0.0004057571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1071051,"threshold_uncertainty_score":0.8382407,"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."}}