{"id":"W2766530149","doi":"10.14740/cr600w","title":"Assessment of Right Ventricular Function by Newer Imaging in Echocardiography in Idiopathic Pulmonary Arterial Hypertension","year":2017,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Pulmonary hypertension; Ventricular function","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002420722,0.0001783215,0.0008810949,0.0009992095,0.0002518048,0.00002919376,0.0002694421,0.0002079722,0.00003351553],"category_scores_gemma":[0.0003784698,0.0001423171,0.0002376523,0.0004072469,0.0005193542,0.0001733677,0.0002579495,0.0008204546,0.0000213006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688857,"about_ca_system_score_gemma":0.0002332913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003453668,"about_ca_topic_score_gemma":0.000004409188,"domain_scores_codex":[0.9966852,0.0008248392,0.0003851161,0.0005839397,0.0007699862,0.0007508957],"domain_scores_gemma":[0.9982232,0.0001232816,0.00007881649,0.0009693903,0.0003882073,0.0002170636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005979997,0.0003699745,0.9030617,0.00004535257,0.00009893953,0.03587148,0.000002762646,0.000007132092,0.05631186,0.00001857686,0.001344201,0.002269965],"study_design_scores_gemma":[0.0028785,0.0003687535,0.9928674,0.0002084719,0.0000371986,0.0007888039,0.00006519623,0.0008917838,0.0004413675,0.0003641629,0.0009828826,0.0001054858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894003,0.003900097,0.00004581442,0.0008335281,0.0002892201,0.0007397743,0.00001617977,0.00001518428,0.004759958],"genre_scores_gemma":[0.9985535,0.0008983614,0.00003954119,0.00004291503,0.000175668,0.0001204118,0.00008002332,0.0000218589,0.00006775338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08980563,"threshold_uncertainty_score":0.5803524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086120250098964,"score_gpt":0.363356737929614,"score_spread":0.3224955354286244,"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."}}