{"id":"W3011810513","doi":"10.1097/psy.0000000000000800","title":"Hyperventilation as a Predictor of Blood Donation–Related Vasovagal Symptoms","year":2020,"lang":"en","type":"article","venue":"Psychosomatic Medicine","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Hyperventilation; Medicine; Confidence interval; Donation; Blood pressure; Anesthesia; Anxiety; Respiratory rate; Internal medicine; Heart rate; 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":[0.001389154,0.0001923111,0.0002738736,0.0002666962,0.0001549815,0.0003182737,0.0001487548,0.0002371012,0.001419836],"category_scores_gemma":[0.00390844,0.000101053,0.0003170705,0.0002892155,0.0002298788,0.0001768878,0.0002059593,0.0005998843,0.00006544073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009687446,"about_ca_system_score_gemma":0.0002322077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002329641,"about_ca_topic_score_gemma":0.0002726138,"domain_scores_codex":[0.9993697,0.0003675775,0.00005021916,0.00006268231,0.0001058085,0.00004399052],"domain_scores_gemma":[0.9962729,0.001698093,0.001400838,0.00007875021,0.0001112101,0.000438235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003075805,0.0007645361,0.9867167,0.00009915434,0.0001439012,0.00006708228,0.0000884266,0.0000736148,0.001422333,0.00002505329,0.00006360625,0.007459736],"study_design_scores_gemma":[0.00005046048,0.00147593,0.997777,0.00001074973,0.00006254894,0.0001463777,0.0000488341,0.000178805,0.0001748903,0.0000161372,0.00005496942,0.00000325275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999112,0.0005293354,0.00007869404,0.00002410166,0.000006079469,0.00001586978,0.00003167995,0.000002431325,0.0001998922],"genre_scores_gemma":[0.9997171,0.0001104742,0.00008149022,0.000008230763,0.000009716427,0.000008410222,0.00003228404,3.861267e-7,0.00003185037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001419836,"threshold_uncertainty_score":0.00734669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220929488436486,"score_gpt":0.2554058895167365,"score_spread":0.2331965946323717,"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."}}