{"id":"W4313455296","doi":"10.1111/petr.14461","title":"International practice heterogeneity in pre‐transplant management of pulmonary hypertension related to pediatric left heart disease","year":2023,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cardiology; Vascular resistance; Pulmonary hypertension; Heart transplantation; Internal medicine; Dilated cardiomyopathy; Heart failure; Cardiomyopathy; Ventricular assist device; Transplantation; Vasodilation; Intensive care medicine; Hemodynamics","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":[0.004446492,0.0001137211,0.0001671802,0.001236557,0.0003518853,0.0007934538,0.0004972063,0.0003153918,0.002171035],"category_scores_gemma":[0.01773784,0.0001189067,0.0002195875,0.001545906,0.0006244777,0.0007726597,0.001081161,0.000391798,0.0001979326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617612,"about_ca_system_score_gemma":0.0009732678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027163,"about_ca_topic_score_gemma":0.00423833,"domain_scores_codex":[0.9958831,0.001767159,0.0007314172,0.0005770578,0.0006270083,0.0004142869],"domain_scores_gemma":[0.9813585,0.006215432,0.00873588,0.000717003,0.001678807,0.001294456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002784279,0.00002379654,0.981288,0.00006336286,0.00002456839,0.0001945429,0.002440183,0.0001041157,0.0001322403,0.0002450611,0.0007534759,0.01470275],"study_design_scores_gemma":[0.000008253882,0.00008486422,0.9834505,0.000206475,0.0000227075,0.001639061,0.01004757,0.0006696857,0.0002493899,0.0003167232,0.003292034,0.00001285929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921432,0.001746785,0.0006612032,0.001678441,0.00003374731,0.00003191802,0.0002204993,0.000009748547,0.003474542],"genre_scores_gemma":[0.9989104,0.0004223104,0.0002394728,0.0002182447,0.00002180236,0.00001663365,0.00009111676,0.000003387662,0.00007671746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004446492,"threshold_uncertainty_score":0.02351558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342975631608944,"score_gpt":0.3283046292841216,"score_spread":0.3048748729680321,"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."}}