{"id":"W4391785527","doi":"10.1111/eci.14178","title":"Hyperventilation testing in the diagnosis of vasospastic angina: A clinical review and meta‐analysis","year":2024,"lang":"en","type":"review","venue":"European Journal of Clinical Investigation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Montreal Heart Institute; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; Hyperventilation; Internal medicine; Chest pain; Angina; Confidence interval; Cardiology; Diagnostic accuracy; Pooled analysis; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02283522,0.0002913218,0.005337358,0.0004140619,0.00002613164,0.000047535,0.0002107979,0.0001092145,0.00001623051],"category_scores_gemma":[0.032771,0.0001606584,0.004390646,0.001647266,0.000303549,0.00008558349,0.00007543133,0.001534877,0.00002015672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001763833,"about_ca_system_score_gemma":0.0003257844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005282442,"about_ca_topic_score_gemma":0.000001301034,"domain_scores_codex":[0.988689,0.005062746,0.005325811,0.0003179506,0.0004627403,0.0001417486],"domain_scores_gemma":[0.9851987,0.01066087,0.003086984,0.0004020694,0.0004333025,0.0002180243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000227105,0.00055333,0.08348835,0.1006536,0.1177156,0.001345343,0.0001337702,0.00002369274,2.913541e-8,0.0000962921,0.01536847,0.6805988],"study_design_scores_gemma":[0.000268376,0.0003984701,0.02150768,0.02189614,0.8531212,0.0002303805,0.00000743717,0.00003140012,3.586101e-8,0.00005501674,0.1023535,0.000130405],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001718151,0.9972246,0.00008526606,0.001461821,0.0002560886,0.0004831306,0.00001927557,0.00001059159,0.0002874488],"genre_scores_gemma":[0.001309052,0.9948456,0.002071555,0.001070774,0.0005926393,0.000009500115,0.00003159198,0.00004207184,0.00002718458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7354056,"threshold_uncertainty_score":0.9753764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4548153191398859,"score_gpt":0.4980392120361006,"score_spread":0.04322389289621476,"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."}}