{"id":"W2522325334","doi":"10.1164/rccm.201607-1515pp","title":"Translating Research into Improved Patient Care in Pulmonary Arterial Hypertension","year":2016,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Clinical trial; Intensive care medicine; Drug development; Preclinical research; Preclinical testing; Clinical research; Standardization; Clinical study design; Pulmonary hypertension; Disease; Drug; Pharmacology; Medical physics; Pathology; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008724126,0.0004604103,0.002959673,0.001136388,0.0001804392,0.00001835376,0.0002000167,0.0002347263,0.00006836876],"category_scores_gemma":[0.001931195,0.0002518774,0.0003542882,0.0006800084,0.001917744,0.0001242325,0.00009897143,0.00155495,0.000007474686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979204,"about_ca_system_score_gemma":0.001163618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005755166,"about_ca_topic_score_gemma":0.000008597455,"domain_scores_codex":[0.9948689,0.001281682,0.001388562,0.0005443816,0.00122127,0.0006951622],"domain_scores_gemma":[0.995378,0.001368358,0.0002827737,0.0003997348,0.001563643,0.001007511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008686231,0.0001519706,0.0001148263,0.005927193,0.00008019761,0.01740311,0.0004888988,5.221318e-9,0.0002695685,0.000009247158,0.00004358049,0.9746428],"study_design_scores_gemma":[0.003349971,0.04668102,0.0001794074,0.08844025,0.001009373,0.006211465,0.01840166,0.000001988268,0.00001379376,0.00006294047,0.8352137,0.0004344928],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01118424,0.9867012,0.00000422154,0.0008476111,0.0002770099,0.0006208412,0.00002297039,0.00001028746,0.0003316019],"genre_scores_gemma":[0.2015614,0.7968972,0.000170866,0.0003599793,0.0008870718,0.00003687246,0.00001823758,0.00006270962,0.000005668357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9742083,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07396450157182297,"score_gpt":0.4118725576944031,"score_spread":0.3379080561225801,"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."}}