{"id":"W3209429700","doi":"","title":"Recent advancements in pulmonary arterial hypertension and right heart failure research: overview of selected abstracts from ATS2020 and emerging COVID-19 research","year":2021,"lang":"en","type":"article","venue":"Publisher","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Pulmonary hypertension; Translational research; Coronavirus disease 2019 (COVID-19); Medicine; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Right heart failure; Basic research; Pandemic; Clinical research; 2019-20 coronavirus outbreak; Cardiology; Disease; Internal medicine; Pathology; Library science; Infectious disease (medical specialty); Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001507611,0.0001905042,0.000524813,0.0005433014,0.0002240597,0.0001311268,0.0001138745,0.0001766491,0.001368277],"category_scores_gemma":[0.003740119,0.0001581375,0.00003994135,0.001752006,0.0002583677,0.0005432685,0.00039404,0.0007936527,0.0000192022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001944328,"about_ca_system_score_gemma":0.0008633835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255743,"about_ca_topic_score_gemma":0.0004250412,"domain_scores_codex":[0.9958099,0.0007643436,0.0004597295,0.0007866501,0.001412469,0.0007669743],"domain_scores_gemma":[0.9966238,0.0006225817,0.00005388663,0.000478416,0.001374874,0.0008464772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004634959,0.005531339,0.3813171,0.001128024,0.0004577121,0.02799375,0.0004188293,0.000003758995,0.2917553,0.000085803,0.2539573,0.0327161],"study_design_scores_gemma":[0.004776987,0.0003338096,0.5285046,0.0004681435,0.00003117333,0.0005158519,0.0007225705,0.0001635484,0.002619832,0.001738529,0.4599351,0.000189953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455537,0.01600896,6.295659e-7,0.03641016,0.0001421323,0.0006705657,0.00004253966,0.00002565788,0.001145607],"genre_scores_gemma":[0.9865431,0.01026623,0.0008862191,0.000840664,0.0001472703,0.00006943201,0.0005191414,0.000037649,0.0006903654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2891354,"threshold_uncertainty_score":0.9995446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1716604113527984,"score_gpt":0.4073550237357262,"score_spread":0.2356946123829279,"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."}}