{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004690797,0.0002152136,0.0005030336,0.000447463,0.0001592367,0.00003305049,0.00003541266,0.0002548433,0.00003348076],"category_scores_gemma":[0.0003521543,0.0001828279,0.00009591362,0.0003709031,0.0001400091,0.0002930851,0.00007058138,0.0002245208,0.00003794159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581832,"about_ca_system_score_gemma":0.00005335312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001778623,"about_ca_topic_score_gemma":0.00002162687,"domain_scores_codex":[0.9979958,0.0001700911,0.0005034261,0.0005450228,0.0004513492,0.0003342881],"domain_scores_gemma":[0.9987947,0.0004280279,0.0001397046,0.0002283837,0.0001768206,0.0002323735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000382692,0.000431422,0.9803596,0.00002296235,0.0001687327,0.0003527061,0.000007875809,0.000001099509,0.003257738,0.00000645781,0.00004541744,0.01496327],"study_design_scores_gemma":[0.001555033,0.0002459138,0.9848088,0.00005889579,0.0001920937,0.0003514838,0.00002295134,0.0116108,0.00002316028,0.0008287563,0.0001401666,0.0001619528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966921,0.0001630347,0.00004713527,0.001909757,0.0002494328,0.0005571205,0.00002400637,0.00005743332,0.0002999399],"genre_scores_gemma":[0.9982274,0.0002063994,0.00030703,0.0002684168,0.0003444994,0.00002152499,0.0003486722,0.00002530572,0.0002507369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480132,"threshold_uncertainty_score":0.7455508,"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."}}