{"id":"W3008329800","doi":"10.1161/jaha.119.015221","title":"Hypochloremia Is a Noninvasive Predictor of Mortality in Pulmonary Arterial Hypertension","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Cardiovascular Medical Research and Education Fund; National Institutes of Health; United Therapeutics Corporation; American Heart Association","keywords":"Medicine; Hypochloremia; Internal medicine; Cardiology; Serum chloride; Creatinine; Pulmonary hypertension; Blood pressure; Brain natriuretic peptide; Proportional hazards model; Heart failure; Hyponatremia; Sodium","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":[0.000766666,0.0003574426,0.0002769624,0.0004272726,0.0002115099,0.0004672372,0.0002859162,0.0003445647,0.0007265325],"category_scores_gemma":[0.002845808,0.0001171673,0.0002493968,0.0002760421,0.0002341175,0.0002394443,0.0003729783,0.0004861627,0.0001582131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799496,"about_ca_system_score_gemma":0.0002593664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888348,"about_ca_topic_score_gemma":0.003161427,"domain_scores_codex":[0.9995791,0.0001667145,0.00003777914,0.00006780551,0.0001006466,0.00004788898],"domain_scores_gemma":[0.9979374,0.0006942725,0.0007776451,0.0001063564,0.0002099361,0.0002742924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001600444,0.00001401035,0.9981806,0.000004724317,0.00002221321,0.00003026966,0.00001039832,0.00009604993,0.0003068689,0.000005396519,0.0000405331,0.001128845],"study_design_scores_gemma":[0.000007046744,0.0001739376,0.9969918,0.000007559966,0.00005139414,0.0003773042,0.00004136758,0.001941574,0.000226464,0.00006612437,0.0001118513,0.000003626322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986374,0.0003979894,0.0003905693,0.00007750472,0.000006731785,0.000005281616,0.0001434144,0.000007652608,0.0003334659],"genre_scores_gemma":[0.999627,0.00004697397,0.0001304408,0.00001209378,0.000009133178,0.000002481181,0.0001016928,0.000001319658,0.00006878208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001888348,"threshold_uncertainty_score":0.004054546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332920128054705,"score_gpt":0.2950696097594973,"score_spread":0.2617404084789502,"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."}}