{"id":"W2765840466","doi":"10.1161/circulationaha.117.029254","title":"Prognostic Value of Follow-Up Hemodynamic Variables After Initial Management in Pulmonary Arterial Hypertension","year":2017,"lang":"en","type":"article","venue":"Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Institute of Science and Technology Austria","keywords":"Medicine; Hemodynamics; Cardiology; Pulmonary hypertension; Internal medicine; Value (mathematics); Pulmonary arterial pressure; 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":[0.000133835,0.0001251921,0.000254964,0.0003157793,0.0001006056,0.00002366934,0.000084778,0.00008614374,0.00005724247],"category_scores_gemma":[0.000108282,0.0001091097,0.00007551254,0.0001311156,0.00006760869,0.0001891577,0.00007696228,0.00008281364,0.00002714865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006870928,"about_ca_system_score_gemma":0.00004722721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001078884,"about_ca_topic_score_gemma":0.000006923768,"domain_scores_codex":[0.9988697,0.00004425458,0.0002508215,0.000272708,0.0003373894,0.0002251808],"domain_scores_gemma":[0.9992176,0.00002948695,0.00009574953,0.000473665,0.00009209799,0.00009136519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002555211,0.001196025,0.9374802,0.0002819377,0.0001764106,0.007919927,0.0000346149,0.00005432713,0.02551042,0.000338135,0.00002291512,0.02442989],"study_design_scores_gemma":[0.002996669,0.0000676163,0.9711028,0.0002855817,0.0001213415,0.0001566797,0.00001721217,0.02379281,0.0001595202,0.001180458,0.00003052441,0.00008877607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958807,0.00008930141,0.0001247525,0.0001981971,0.0002944013,0.0007477758,0.00000899253,0.00001856167,0.002637331],"genre_scores_gemma":[0.9991406,0.0000302903,0.0003960442,0.00005306967,0.00007664695,0.00007568546,0.0001222098,0.0000174285,0.00008806546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03362262,"threshold_uncertainty_score":0.4449365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899970118835702,"score_gpt":0.2930808109821186,"score_spread":0.2640811097937615,"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."}}