{"id":"W4399689664","doi":"10.1002/ehf2.14818","title":"Phenotype and Outcomes According to Loop Diuretic Use in Pulmonary Arterial Hypertension","year":2024,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Loop diuretic; Diuretic; Medicine; Furosemide; Heart failure; Internal medicine; Pulmonary hypertension; Cohort; Heart disease; Gastroenterology; Cardiology","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":[0.0005241822,0.0001975797,0.000311128,0.00055792,0.0002442831,0.0004884001,0.0002733448,0.0004618076,0.001274559],"category_scores_gemma":[0.002329122,0.0001052883,0.0002851575,0.0006421026,0.0002940323,0.0003805604,0.0004377213,0.0005040246,0.0002734832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488487,"about_ca_system_score_gemma":0.000158411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000564489,"about_ca_topic_score_gemma":0.0005718929,"domain_scores_codex":[0.9995246,0.0001604758,0.00006404598,0.00009940982,0.00007705906,0.0000743261],"domain_scores_gemma":[0.9972411,0.0005055967,0.00141429,0.00008436509,0.0001535358,0.000600938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00012425,0.00001141523,0.9990852,0.000004310487,0.00002056295,0.00008753337,0.00001752599,0.00003032207,0.0001739045,0.00000911517,0.000023188,0.0004126568],"study_design_scores_gemma":[0.000006445708,0.0000742175,0.9991221,0.00000417662,0.00001084801,0.0004862732,0.00004328222,0.0001444652,0.00003436526,0.00002768641,0.00004394889,0.000002239683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999254,0.0002094877,0.00005978642,0.00004452706,0.000004469718,0.000003098726,0.0001698822,0.000001828041,0.0002527583],"genre_scores_gemma":[0.9996376,0.00004703983,0.00002277632,0.00001185709,0.000008667023,0.000002320163,0.0002354476,9.681372e-7,0.00003329502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001274559,"threshold_uncertainty_score":0.004263818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304654847169669,"score_gpt":0.2959913652936667,"score_spread":0.2655258805766997,"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."}}