{"id":"W4401476347","doi":"10.1101/2024.08.08.24311710","title":"Excess ventilation and chemosensitivity in patients with chronic coronary syndrome and patients with heart failure with reduced ejection fraction – a case control study","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ejection fraction; Medicine; Heart failure; Ventilation (architecture); Cardiology; Internal medicine; Hypercapnia; Respiratory system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009727117,0.0007624828,0.0007712226,0.001724297,0.0009484894,0.0009321194,0.0005998093,0.001294576,0.002817807],"category_scores_gemma":[0.002008556,0.0007513798,0.000629514,0.001201758,0.0007283596,0.0005779311,0.0005437984,0.0006827745,0.0002736721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664334,"about_ca_system_score_gemma":0.0002434131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003609913,"about_ca_topic_score_gemma":0.002912672,"domain_scores_codex":[0.9990886,0.0002571249,0.0001115891,0.0002980066,0.0001414342,0.0001031638],"domain_scores_gemma":[0.9986426,0.0003532973,0.0004483621,0.000156825,0.000114422,0.0002844906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006345766,0.0002271903,0.9966717,0.00002622935,0.0001762314,0.0008168416,0.0001610097,0.00002228539,0.0004852646,0.00003121726,0.00007084687,0.0006765548],"study_design_scores_gemma":[0.00007045249,0.0005914783,0.9969669,0.00001160788,0.0001074413,0.001626289,0.0001975465,0.0001778386,0.0000523934,0.00003013277,0.0001587216,0.000009136539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992461,0.0003005798,0.00008413475,0.00001884107,0.000009208579,0.00002308848,0.0000722553,0.000002803903,0.0002430506],"genre_scores_gemma":[0.9995339,0.000100604,0.00007583181,0.00002989875,0.00002791745,0.00002197507,0.0001187971,0.000001412199,0.0000897608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003609913,"threshold_uncertainty_score":0.009426534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006915843730290886,"score_gpt":0.2306282707771739,"score_spread":0.223712427046883,"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."}}