{"id":"W3181150091","doi":"10.14797/zkut3813","title":"Management of Pulmonary Hypertension Due to Chronic Lung Disease","year":2021,"lang":"en","type":"article","venue":"Methodist DeBakey Cardiovascular Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Lung; Interstitial lung disease; Pulmonary hypertension; COPD; Intensive care medicine; Internal medicine; Hypoxia (environmental); Obstructive lung disease; Parenchyma; Lung disease; Disease; Pathology","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":[0.001396449,0.0002713722,0.0009588004,0.0002333237,0.0002348869,0.00004545848,0.0001863725,0.00007432368,0.0002385707],"category_scores_gemma":[0.0002351463,0.0002151759,0.001724589,0.0006041958,0.00005969535,0.0001055879,0.0002464727,0.0003868683,0.00005561349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168836,"about_ca_system_score_gemma":0.0004307227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001022591,"about_ca_topic_score_gemma":3.880547e-7,"domain_scores_codex":[0.9961886,0.0006595608,0.0004747692,0.0005135303,0.001601957,0.0005615875],"domain_scores_gemma":[0.9968624,0.00007025812,0.00007017575,0.001070485,0.0006458806,0.001280825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0007199665,0.0008806768,0.004415625,0.0007244314,0.008585136,0.6353478,0.00001256389,0.0004744886,0.005277475,0.00005961625,0.001478258,0.3420239],"study_design_scores_gemma":[0.009346356,0.0003514577,0.6727926,0.003037262,0.01157182,0.1584307,0.0004011996,0.007705855,0.01151579,0.0005704185,0.1233587,0.0009178406],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3817849,0.4177715,0.1752573,0.007087225,0.001672191,0.002322867,0.00009837688,0.0001469113,0.01385881],"genre_scores_gemma":[0.9570263,0.006836698,0.03334487,0.0004221713,0.0004197155,0.0000489898,0.00008318001,0.00007422517,0.001743842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.668377,"threshold_uncertainty_score":0.8774617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928897563419399,"score_gpt":0.3014854886101213,"score_spread":0.2721965129759273,"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."}}