{"id":"W4210413875","doi":"10.36416/1806-3756/e20220037","title":"Breathing too much! Ventilatory inefficiency and exertional dyspnea in pulmonary hypertension","year":2022,"lang":"en","type":"article","venue":"Jornal Brasileiro de Pneumologia","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Exertional dyspnea; Pulmonary hypertension; Cardiology; Inefficiency; Internal medicine; Intensive care medicine","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":[0.0008786935,0.0002575326,0.0005304405,0.0006776924,0.0003862804,0.001117497,0.0003364904,0.001008527,0.003182806],"category_scores_gemma":[0.003720404,0.0001662948,0.0003508924,0.000611829,0.0006514185,0.0005325003,0.0005037544,0.0008990973,0.0002421419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273314,"about_ca_system_score_gemma":0.0004602368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006307648,"about_ca_topic_score_gemma":0.008163554,"domain_scores_codex":[0.9994652,0.0002154129,0.00006876976,0.00005741492,0.0001321886,0.00006112788],"domain_scores_gemma":[0.9982175,0.0007675402,0.0005306847,0.00008621288,0.0001268387,0.0002711162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001192448,0.0006747617,0.9127808,0.0007356665,0.000430739,0.003261813,0.001314543,0.00014459,0.002654543,0.002470806,0.002057403,0.07228191],"study_design_scores_gemma":[0.00001790236,0.0001194579,0.995828,0.0001177999,0.0001117621,0.001365449,0.0003981727,0.00008882698,0.00004746745,0.0008297591,0.001066077,0.000009353227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062962,0.0715203,0.0005369147,0.0075,0.0002419972,0.00003688663,0.0004118706,0.00001044613,0.01344533],"genre_scores_gemma":[0.9917424,0.006425438,0.0001639541,0.0003622629,0.0003552774,0.000009304776,0.000107616,0.000003970481,0.0008298641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006307648,"threshold_uncertainty_score":0.01254189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687516084195806,"score_gpt":0.2736963460123787,"score_spread":0.2468211851704207,"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."}}