{"id":"W4249408312","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a1857","title":"Pulmonary Arterial Vascular Remodelling in Patients with Idiopathic Pulmonary Fibrosis - Potential Role of Endothelial to Mesenchymal Transition (EndMT)?","year":2021,"lang":"en","type":"article","venue":"","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Mesenchymal stem cell; Cardiology; Vascular remodelling in the embryo; Fibrosis; Idiopathic pulmonary fibrosis; Internal medicine; Lung; Pathology","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":[0.0004514294,0.0002255634,0.0005105355,0.0004770631,0.0002413133,0.0008592104,0.0003969018,0.0007505553,0.002322189],"category_scores_gemma":[0.00190005,0.0001364164,0.0002628055,0.0005044203,0.0003722484,0.0007869059,0.0003421207,0.0005312326,0.000281154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385755,"about_ca_system_score_gemma":0.0001993502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003312758,"about_ca_topic_score_gemma":0.0005147883,"domain_scores_codex":[0.9996639,0.00007679292,0.00004006906,0.00006709633,0.00007171826,0.00008038961],"domain_scores_gemma":[0.9992244,0.0002081365,0.0003168032,0.00003955294,0.00008443394,0.0001265578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001278954,0.0001477224,0.9491094,0.0001973015,0.0001278742,0.004005101,0.0001921152,0.0001396193,0.005905515,0.0006124486,0.0004173101,0.03786664],"study_design_scores_gemma":[0.00004028384,0.0003102427,0.9869293,0.0001004814,0.0001469912,0.00834552,0.0005011208,0.0006387556,0.0007646676,0.0008791179,0.001332085,0.0000114894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792075,0.01512364,0.0006469854,0.001181915,0.00009595462,0.00002019402,0.0001814729,0.00002005687,0.003522372],"genre_scores_gemma":[0.9977309,0.001294085,0.0002419601,0.0001436968,0.0001882762,0.000006959284,0.00009848502,0.000002009832,0.0002936047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002322189,"threshold_uncertainty_score":0.007768512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007371825602746655,"score_gpt":0.21534224077841,"score_spread":0.2079704151756634,"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."}}