{"id":"W4386593281","doi":"10.1111/ctr.15122","title":"Hemodynamic failure and graft dysfunction after lung transplant: A possible clinical continuum with immediate and long‐term consequences","year":2023,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Fondazione per la Ricerca sulla Fibrosi Cistica; Ministero della Salute","keywords":"Medicine; Hemodynamics; Dobutamine; Anesthesia; Levosimendan; Inotrope; Internal medicine; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300686,0.0002999196,0.0007188621,0.0001789132,0.0001409144,0.00006458267,0.00006437996,0.000342732,0.00004013373],"category_scores_gemma":[0.00004865417,0.0002230273,0.0001725478,0.0003081357,0.0007407275,0.0002626381,0.000006239535,0.0005042194,0.00001969043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001253442,"about_ca_system_score_gemma":0.0001015447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001908002,"about_ca_topic_score_gemma":0.0005852484,"domain_scores_codex":[0.9972833,0.0003529797,0.001001994,0.0006863257,0.0003091576,0.0003661869],"domain_scores_gemma":[0.9977851,0.001413795,0.0001653465,0.0002018555,0.00008929349,0.0003445967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004125888,0.0000824999,0.9851437,0.001088919,0.0002130309,0.001205888,0.0006943711,0.000001249615,0.0004297168,0.00006397734,0.00003072833,0.006920047],"study_design_scores_gemma":[0.007798364,0.0007646023,0.9872909,0.000805137,0.001359705,0.0008429399,0.0001125824,0.000352132,0.0001597126,0.0001990078,0.00003116079,0.0002838181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817987,0.0004069794,0.01406899,0.002138029,0.0004292223,0.0006910941,0.0001663958,0.0002245087,0.00007605526],"genre_scores_gemma":[0.9843919,0.009500377,0.004421334,0.0005525091,0.0002410567,0.00006371383,0.0005398777,0.00003914092,0.0002500355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009647652,"threshold_uncertainty_score":0.9094788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03623248072991609,"score_gpt":0.3775353074319895,"score_spread":0.3413028267020734,"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."}}