{"id":"W4312190557","doi":"10.1183/23120541.00324-2022","title":"Exertional oscillatory ventilation in subjects without heart failure reporting chronic dyspnoea","year":2022,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Exertional dyspnea; Heart failure; Ventilation (architecture); Cardiology; Noninvasive ventilation; Internal medicine; Heart disease; Intensive care medicine; Mechanical ventilation","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":[0.000357722,0.0002135358,0.0001920894,0.0005022943,0.0002155721,0.0004387245,0.0002120109,0.0007058605,0.003354241],"category_scores_gemma":[0.002250044,0.0001086925,0.0003199324,0.0003567562,0.0001830384,0.0002877043,0.0002850575,0.0003395822,0.0005950715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007602095,"about_ca_system_score_gemma":0.0001047886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003138351,"about_ca_topic_score_gemma":0.003477363,"domain_scores_codex":[0.9998252,0.00004040066,0.00001954934,0.00004627094,0.00002427694,0.00004434243],"domain_scores_gemma":[0.9993441,0.0002018722,0.0002250607,0.0000376445,0.00007017536,0.0001211866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009626715,0.00005465248,0.9914718,0.00004611158,0.00003819297,0.0005506755,0.00009351413,0.0000285003,0.001119135,0.00002615496,0.0006691313,0.004939553],"study_design_scores_gemma":[0.00001558238,0.0001434144,0.998753,0.00002290514,0.00003553699,0.000517584,0.0001109276,0.00008702135,0.00009189006,0.000029349,0.0001891446,0.000003665727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962274,0.0005392918,0.0001246151,0.0001905976,0.00004039257,0.0000223235,0.0006994766,0.00001491699,0.002141008],"genre_scores_gemma":[0.9988756,0.0001319129,0.00009531117,0.00008971639,0.00004224393,0.00001444993,0.0004576053,0.000003388788,0.0002898496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003354241,"threshold_uncertainty_score":0.01122111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188109196330063,"score_gpt":0.4326568790172242,"score_spread":0.3138459593842179,"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."}}