{"id":"W3128446514","doi":"10.1113/ep089394","title":"Reply to Beltrami","year":2021,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Blood flow; Work (physics); Ventilation (architecture); Respiratory system; Exercise physiology; Work of breathing","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":[0.007726188,0.001461594,0.002259173,0.001545887,0.002969755,0.005015661,0.003309004,0.02598725,0.01188034],"category_scores_gemma":[0.06545673,0.000775029,0.001366264,0.001024197,0.004230489,0.007517778,0.002873673,0.03627583,0.01038617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003045475,"about_ca_system_score_gemma":0.004964122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002341471,"about_ca_topic_score_gemma":0.001969789,"domain_scores_codex":[0.9948519,0.001188257,0.0006554284,0.001158101,0.001607205,0.0005390744],"domain_scores_gemma":[0.9729998,0.01304827,0.001673774,0.001007064,0.008067274,0.003203784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000189161,0.000007455612,0.00008748327,0.0000469058,0.000005241248,0.0001700139,0.00007721019,0.00001063284,0.00003505355,0.0006535467,0.9955315,0.003356061],"study_design_scores_gemma":[0.00003630701,0.00004257132,0.0007538453,0.0003722483,0.00001974448,0.001004573,0.0004384459,0.0001184707,0.0002056193,0.003344908,0.9936075,0.0000558152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001505732,0.003509169,0.0001060978,0.8717272,0.1235978,0.000008691291,0.00005890283,0.00005288305,0.0007888108],"genre_scores_gemma":[0.002205725,0.001726654,0.0001402188,0.9042976,0.0880193,0.0000430529,0.00002660884,0.0000496391,0.003491343],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02598725,"threshold_uncertainty_score":0.04086047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345825889833139,"score_gpt":0.2971492551983265,"score_spread":0.2836909962999951,"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."}}