{"id":"W4240695541","doi":"10.1016/j.athoracsur.2007.02.039","title":"Invited commentary","year":2007,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Transplantation; Pulmonary hypertension; Lung transplantation; Heart transplantation; Heart failure; Cardiology; Internal medicine; Vascular resistance; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01187378,0.001432685,0.003123835,0.001555739,0.008044108,0.01049559,0.004647741,0.1101901,0.01829221],"category_scores_gemma":[0.07467396,0.0013451,0.003036572,0.001375789,0.004427155,0.004681922,0.004681775,0.07096078,0.01456626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01220581,"about_ca_system_score_gemma":0.01579108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232004,"about_ca_topic_score_gemma":0.02306099,"domain_scores_codex":[0.9862366,0.003711072,0.001172696,0.001610963,0.004615697,0.00265284],"domain_scores_gemma":[0.964833,0.01768023,0.002194907,0.000982017,0.008047423,0.006262575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001297611,0.000005873705,0.0001116715,0.00002472361,0.000007760851,0.0002067454,0.00005375064,0.00001139728,0.00001312779,0.0005810829,0.9975843,0.001386522],"study_design_scores_gemma":[0.00009908015,0.00002977647,0.00077012,0.000497275,0.00005834885,0.0005814069,0.0004803858,0.0001341022,0.0001148306,0.003803522,0.9933723,0.00005884199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001269882,0.0008934943,0.00003172633,0.9427719,0.05326881,0.00001660909,0.00004646314,0.00001661169,0.002827393],"genre_scores_gemma":[0.0007444303,0.0003344046,0.00004102014,0.9654607,0.02608062,0.00003572875,0.00001787163,0.00001474762,0.007270491],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9817078,"threshold_uncertainty_score":0.08855975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2541521328748416,"score_gpt":0.461364839432525,"score_spread":0.2072127065576835,"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."}}