{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003173465,0.0001576948,0.0002843258,0.0002067624,0.00007612324,0.0000351691,0.0002071652,0.00007400897,0.007454672],"category_scores_gemma":[0.0005894798,0.0001281036,0.0000714639,0.0008344144,0.00007869874,0.0007587563,0.00002705703,0.0001324343,0.0004098733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003305698,"about_ca_system_score_gemma":0.00001579626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009786399,"about_ca_topic_score_gemma":0.0000033478,"domain_scores_codex":[0.9983061,0.00001955419,0.0006694849,0.0002509246,0.0006144179,0.0001394984],"domain_scores_gemma":[0.9989609,0.0001022838,0.0005076848,0.000176818,0.0002144274,0.00003785106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005819272,0.002611309,0.4564923,0.00539263,0.002694371,0.00004544113,0.005392551,0.0001577571,0.0251699,0.4388061,0.03144855,0.03120718],"study_design_scores_gemma":[0.06144447,0.001387526,0.4778015,0.003550208,0.009814093,0.0001259722,0.003646112,0.1152541,0.001531849,0.08793558,0.2353876,0.002120978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8481907,0.0004531632,0.000805477,0.04737617,0.000734378,0.0006095261,0.000002677202,0.0002830581,0.1015449],"genre_scores_gemma":[0.9942577,0.00004173165,0.0001756598,0.004605475,0.0006428178,0.00001835181,0.0000550487,0.00002205899,0.0001811161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3508705,"threshold_uncertainty_score":0.9934527,"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."}}