{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121016,0.0002002693,0.0003963217,0.000315455,0.00006967888,0.00009938995,0.00004602988,0.0001087646,0.0001020212],"category_scores_gemma":[0.0002130035,0.0001445026,0.00007636617,0.0003552926,0.00004147442,0.0002303614,0.0001054194,0.0002739596,0.0003668536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004647991,"about_ca_system_score_gemma":0.00009163484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002009717,"about_ca_topic_score_gemma":0.00005237587,"domain_scores_codex":[0.9985589,0.00005480687,0.000206249,0.0004615944,0.0003109893,0.0004074244],"domain_scores_gemma":[0.9991182,0.0001679912,0.000008486243,0.0002748375,0.00005141522,0.0003790793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006785485,0.0005498463,0.8252971,0.0002184765,0.000126892,0.02091921,0.00008338494,0.000002740515,0.1298665,0.0001190648,0.01313316,0.009005066],"study_design_scores_gemma":[0.001400534,0.0004222318,0.9428986,0.0007591824,0.00007992342,0.001622527,0.0002546209,0.001546178,0.0005935336,0.0001198679,0.0500246,0.0002781666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765192,0.0006048632,0.000006853653,0.02189499,0.0002638527,0.0005165707,0.00001348248,0.0001016758,0.0000785685],"genre_scores_gemma":[0.9956482,0.00003549533,0.001469571,0.001495443,0.0001281478,0.00002616503,0.00003100344,0.00003630213,0.001129681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129273,"threshold_uncertainty_score":0.5892645,"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."}}