{"id":"W2889581918","doi":"10.1183/13993003.00678-2018","title":"Haemodynamics and serial risk assessment in systemic sclerosis associated pulmonary arterial hypertension","year":2018,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Agence Nationale de la Recherche; European Respiratory Society","keywords":"Medicine; Interquartile range; Cardiology; Hemodynamics; Cardiac index; Internal medicine; Vascular resistance; Stroke volume; Cardiac output; Blood pressure; Pulmonary hypertension; Heart rate","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":[0.001097578,0.0003043602,0.0003491497,0.000621559,0.000180269,0.0005389728,0.0002036399,0.0004259394,0.0005131033],"category_scores_gemma":[0.003918529,0.0001530467,0.0002710758,0.0006168199,0.0002247753,0.0003615166,0.0003121167,0.0006205402,0.0001571468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151202,"about_ca_system_score_gemma":0.000167423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007550249,"about_ca_topic_score_gemma":0.0008527645,"domain_scores_codex":[0.9995473,0.0002210139,0.00005243587,0.00005117549,0.0000869494,0.00004107559],"domain_scores_gemma":[0.9976771,0.0009546812,0.000843457,0.0001138486,0.0001448949,0.0002660411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003188452,0.00005041227,0.9957359,0.00000746203,0.00002769901,0.00008782175,0.00004598291,0.0001870021,0.0003528879,0.00001399164,0.00002694368,0.003145131],"study_design_scores_gemma":[0.000009986771,0.0002565204,0.9975527,0.000004317689,0.0000188802,0.000352925,0.00002514676,0.001386507,0.0002496022,0.00006752912,0.00007070482,0.000005141646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999149,0.0003157578,0.000218636,0.00002630392,0.000003079509,0.000004094822,0.00004691185,0.000006291713,0.0002300444],"genre_scores_gemma":[0.9995133,0.00007595784,0.0002331111,0.000008560396,0.000009370114,0.000005553912,0.00007562456,0.000001299914,0.00007724787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001097578,"threshold_uncertainty_score":0.005804598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606644470722749,"score_gpt":0.2862022659154467,"score_spread":0.2401358212082192,"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."}}