{"id":"W4246019175","doi":"10.1016/j.athoracsur.2008.02.079","title":"Invited Commentary","year":2008,"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":"Montreal Heart Institute","funders":"","keywords":"Medicine; Heart transplantation; Transplantation; Lung transplantation; Surgery; Gerontology; Pediatrics","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":[0.01111034,0.001430754,0.002970574,0.001478889,0.007815334,0.00992998,0.004386039,0.1057373,0.01822427],"category_scores_gemma":[0.07792207,0.001309649,0.00271985,0.001222861,0.004218167,0.004959202,0.004752863,0.06906812,0.01403967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01148474,"about_ca_system_score_gemma":0.01390332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154417,"about_ca_topic_score_gemma":0.02123311,"domain_scores_codex":[0.9870729,0.003437987,0.001158379,0.00166461,0.004154527,0.002511632],"domain_scores_gemma":[0.9662702,0.01700116,0.002385645,0.0009721185,0.007416804,0.005954152],"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":[0.00001487841,0.000006016554,0.000129099,0.00002763292,0.00000799401,0.0002346752,0.00006844591,0.00001153053,0.0000155265,0.0005959921,0.9973156,0.001572542],"study_design_scores_gemma":[0.0000970054,0.00002932287,0.000790163,0.0004987436,0.00005255906,0.0006069236,0.0004818978,0.0001257915,0.000103959,0.003775215,0.9933814,0.00005701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001303492,0.0008528399,0.00003048785,0.9462752,0.05006887,0.00001481664,0.00004355404,0.00001589858,0.002567875],"genre_scores_gemma":[0.0008198344,0.0003114922,0.00004137751,0.9652101,0.02582307,0.00003552719,0.00001707726,0.00001364094,0.007727875],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1057373,"threshold_uncertainty_score":0.08332801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2575830507526781,"score_gpt":0.4375983015226919,"score_spread":0.1800152507700137,"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."}}