{"id":"W2883310579","doi":"10.1177/2045894018794051","title":"Association between cytokines and functional, hemodynamic parameters, and clinical outcomes in pulmonary arterial hypertension","year":2018,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hemodynamics; Pulmonary hypertension; Cardiology; 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":[0.002471514,0.0003297287,0.0009930544,0.0003609034,0.0001805716,0.0004465156,0.0001969794,0.0004661008,0.0008889472],"category_scores_gemma":[0.003664715,0.0001394352,0.0005951392,0.000592318,0.0001850143,0.0002899645,0.000210867,0.0004899066,0.0001174515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786778,"about_ca_system_score_gemma":0.000299431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001850457,"about_ca_topic_score_gemma":0.0003258422,"domain_scores_codex":[0.9989912,0.0005538923,0.0001549924,0.0001010206,0.000131411,0.00006754846],"domain_scores_gemma":[0.995671,0.001888218,0.001573584,0.0001794696,0.0003097951,0.0003778263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04403251,0.0005122416,0.9286419,0.0007507837,0.002880556,0.0001094971,0.00006179247,0.0004521272,0.004381052,0.00004257466,0.0003073484,0.0178277],"study_design_scores_gemma":[0.002125223,0.007022664,0.9859546,0.00006975519,0.001612485,0.0003374499,0.00003973182,0.0007651993,0.001326186,0.0001103814,0.0006206771,0.00001563223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900063,0.008752639,0.0002677346,0.00008601765,0.00002488399,0.00006548578,0.0005606054,0.000004298647,0.0002320754],"genre_scores_gemma":[0.9980019,0.0008327975,0.0003053981,0.00006898637,0.00007804279,0.00008347448,0.0005377793,0.000001243943,0.00009040922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002471514,"threshold_uncertainty_score":0.01307082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0524423885216436,"score_gpt":0.3150190616602028,"score_spread":0.2625766731385592,"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."}}