{"id":"W2918461239","doi":"10.3899/jrheum.180571","title":"The Use of Transthoracic Echocardiogram to Quantify Pulmonary Vascular Resistance in Patients with Systemic Sclerosis","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Transthoracic echocardiogram; Ventricular outflow tract; Vascular resistance; Doppler echocardiography; Pulmonary hypertension; Rheumatism; Sinus rhythm; Receiver operating characteristic; Hemodynamics; Blood pressure; Atrial fibrillation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001205468,0.000353256,0.0002972251,0.0008223628,0.0001750906,0.0004895848,0.0002251367,0.0005235595,0.001005622],"category_scores_gemma":[0.005704747,0.0001474932,0.0002207463,0.0003673839,0.0002808647,0.0005255383,0.0002829269,0.0004425505,0.0003358445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008927516,"about_ca_system_score_gemma":0.0001209482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003672165,"about_ca_topic_score_gemma":0.000553111,"domain_scores_codex":[0.9992005,0.000287512,0.0001438986,0.0001392501,0.0001771472,0.00005174522],"domain_scores_gemma":[0.9971849,0.001288503,0.00093408,0.0001194768,0.0002592358,0.0002136654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006731832,0.000014114,0.9977167,0.000005261923,0.00001434678,0.00008208088,0.00002906679,0.00004236257,0.0003456924,0.000005463243,0.00002939837,0.001648365],"study_design_scores_gemma":[0.00001082856,0.0002737458,0.9964324,0.00001369268,0.00002850639,0.001576785,0.000122864,0.001042326,0.0002873426,0.00001947907,0.0001876643,0.000004378644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984128,0.0005887919,0.0003055449,0.00007127811,0.00001227775,0.000007442509,0.0000787399,0.000007050701,0.000515924],"genre_scores_gemma":[0.9995576,0.0001040917,0.0001680755,0.00002746231,0.00002191623,0.000005164322,0.0000533147,9.457618e-7,0.00006149379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001205468,"threshold_uncertainty_score":0.006375253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204711049192038,"score_gpt":0.233016664741521,"score_spread":0.2109695542496006,"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."}}