{"id":"W4415217935","doi":"10.1016/j.jhlto.2025.100412","title":"Right ventricular function assessment by transesophageal echocardiography in lung transplantation: Preoperative, intraoperative, and postoperative considerations","year":2025,"lang":"en","type":"article","venue":"JHLT Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Perioperative; Ventricular function; Lung; Lung function; Clinical Practice","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":[0.002196737,0.0004490401,0.0009476416,0.001100445,0.0001405939,0.001136453,0.0003457975,0.0006858171,0.0004398396],"category_scores_gemma":[0.002996119,0.0001360685,0.0004910317,0.0006234481,0.0004394333,0.001007879,0.0003408206,0.0009255656,0.0002392806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809375,"about_ca_system_score_gemma":0.0006461426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004713204,"about_ca_topic_score_gemma":0.0008746168,"domain_scores_codex":[0.9994684,0.0002012491,0.0001380353,0.00005168515,0.0001093512,0.00003121501],"domain_scores_gemma":[0.9978848,0.001374064,0.0002596591,0.00004129036,0.0003483518,0.00009181098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003886831,0.00007289139,0.07086772,0.01247349,0.0005171631,0.007297653,0.00056553,0.0009889824,0.01253813,0.001701234,0.008495508,0.884093],"study_design_scores_gemma":[0.0001852547,0.002011332,0.46163,0.04174985,0.004074188,0.1575484,0.004767281,0.007594322,0.01459757,0.01306434,0.2923235,0.0004539997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01047099,0.9834722,0.002975135,0.001619554,0.000364519,0.00001094548,0.00004967248,0.00002274504,0.00101428],"genre_scores_gemma":[0.1323828,0.8562476,0.006658873,0.001173164,0.003048615,0.00003560436,0.0001368898,0.0000123244,0.0003041413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002196737,"threshold_uncertainty_score":0.01161766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081141347327266,"score_gpt":0.3400139158652379,"score_spread":0.3292025023919652,"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."}}