{"id":"W3095070613","doi":"10.1183/13993003.congress-2020.1923","title":"Exertional ventilatory and gas exchange inefficiency: contrasting interstitial versus pulmonary vascular disease","year":2020,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Interstitial lung disease; Ventilation (architecture); Vascular resistance; Lung; Hemodynamics","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":[0.0004792833,0.0002837624,0.0003140482,0.0006235323,0.000184842,0.0004960442,0.0001927565,0.000317198,0.001516597],"category_scores_gemma":[0.0008790524,0.0001293477,0.0001705152,0.0002742849,0.0005083118,0.0003312685,0.0003920569,0.0002152879,0.0001740658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321614,"about_ca_system_score_gemma":0.00007808646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000481866,"about_ca_topic_score_gemma":0.0006247128,"domain_scores_codex":[0.9997841,0.00005776226,0.00002480125,0.00005568553,0.00002654884,0.00005112282],"domain_scores_gemma":[0.9994072,0.0001542131,0.0002008026,0.00004170783,0.0000346607,0.0001614453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001976653,0.00007784274,0.9814005,0.00002674885,0.00005462753,0.0008235239,0.0002516963,0.00003737455,0.01110232,0.00005093283,0.00002608231,0.004171758],"study_design_scores_gemma":[0.00000850363,0.0003259279,0.9980974,0.00000220943,0.00001716626,0.001045858,0.0001421537,0.00005485675,0.000243109,0.00001834073,0.00004266519,0.000001761056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996827,0.0001158551,0.00003400405,0.000004679047,9.571231e-7,0.000001918604,0.00001256737,8.68265e-7,0.0001464471],"genre_scores_gemma":[0.9998513,0.0000255881,0.00002163778,0.000005398545,0.000007025924,0.000001589225,0.00003350321,5.128521e-7,0.00005324556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001516597,"threshold_uncertainty_score":0.005073547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047821139876339,"score_gpt":0.280385406905297,"score_spread":0.2499071955065336,"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."}}