{"id":"W4392549789","doi":"10.1016/j.chest.2023.08.023","title":"Managing Pulmonary Arterial Hypertension With Cardiopulmonary Comorbidities","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"University of Alberta","keywords":"Medicine; Pulmonary hypertension; Cardiology; Internal medicine; Heart failure with preserved ejection fraction; Comorbidity; Epidemiology; Lung; Intensive care medicine; Ejection fraction; Heart failure; Phenotype","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003827051,0.0002773836,0.0003628887,0.0005250326,0.0007082401,0.001120759,0.0002887972,0.0009818967,0.002074095],"category_scores_gemma":[0.002882566,0.0001136404,0.0002872446,0.0002815634,0.0002822412,0.0006444566,0.0008005538,0.001833361,0.0004036293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694,"about_ca_system_score_gemma":0.0008674543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003704113,"about_ca_topic_score_gemma":0.001403255,"domain_scores_codex":[0.9996157,0.00009063569,0.00005500626,0.00004028648,0.0001141087,0.00008411876],"domain_scores_gemma":[0.9989756,0.0003405375,0.0001916151,0.00002479977,0.00006512141,0.0004023227],"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":[0.0004991273,0.001535469,0.235824,0.001035692,0.0003971205,0.1435525,0.0007199177,0.001075557,0.007065524,0.004623582,0.05087136,0.5528002],"study_design_scores_gemma":[0.0004648174,0.002308195,0.2523385,0.003887024,0.0005704482,0.5807391,0.003015738,0.005390689,0.0042236,0.01420548,0.1327584,0.00009801274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.656128,0.1080496,0.01403911,0.06451183,0.006135262,0.0003333713,0.0002267932,0.0002926238,0.1502834],"genre_scores_gemma":[0.94253,0.02298121,0.007619745,0.0102334,0.01063873,0.00007668013,0.0001989407,0.00002686976,0.005694274],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002074095,"threshold_uncertainty_score":0.006938517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392249211662748,"score_gpt":0.2740925140440842,"score_spread":0.2401700219274568,"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."}}