{"id":"W4409746060","doi":"10.1002/pul2.70088","title":"Approach to Lung Transplantation in Pulmonary Arterial Hypertension: A Delphi Consensus on Behalf of the Transplant Task Force of the Pulmonary Vascular Research Institute","year":2025,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Pulmonary hypertension; Lung; Intensive care medicine; Extracorporeal membrane oxygenation; Cardiology; Internal medicine","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":[0.1597211,0.001252561,0.000973687,0.003200207,0.005853386,0.003731768,0.002395327,0.004256953,0.005305789],"category_scores_gemma":[0.1122542,0.001165765,0.002075699,0.001941359,0.004854378,0.004089151,0.0165865,0.005898731,0.001166007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006427624,"about_ca_system_score_gemma":0.03292207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867006,"about_ca_topic_score_gemma":0.00282615,"domain_scores_codex":[0.8361027,0.1328525,0.01113746,0.003603104,0.00708843,0.009215914],"domain_scores_gemma":[0.9244501,0.03874323,0.003357815,0.003212408,0.02358892,0.006647485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001324522,0.0007260324,0.01979363,0.005942452,0.000344978,0.003584684,0.5322236,0.005392711,0.01651587,0.02830754,0.1128973,0.2729469],"study_design_scores_gemma":[0.0007994057,0.001418968,0.02268304,0.01123167,0.0002534382,0.004080192,0.506953,0.01845741,0.006210648,0.05042705,0.376481,0.001004167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4472241,0.004923832,0.158544,0.2541258,0.006011065,0.087099,0.001447811,0.0004214706,0.04020289],"genre_scores_gemma":[0.7348805,0.00345362,0.1470774,0.03745079,0.001233193,0.06918318,0.0007177964,0.0001738749,0.005829597],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1597211,"threshold_uncertainty_score":0.8446959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05354738572370664,"score_gpt":0.3268840471192108,"score_spread":0.2733366613955042,"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."}}