{"id":"W2884132624","doi":"10.1016/j.jtcvs.2018.04.036","title":"Experience from an American Association for Thoracic Surgery Foundation for Thoracic Surgery Training Fellowship: Lung transplantation in Toronto General Hospital","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Cardiothoracic surgery; Lung transplantation; General surgery; Transplantation; Officer; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002733844,0.0004229957,0.000323711,0.0003501631,0.008118843,0.002830191,0.001049866,0.007082304,0.007820638],"category_scores_gemma":[0.008143937,0.0003814193,0.0004415809,0.0009701784,0.001600087,0.001488289,0.002785996,0.006418562,0.001112536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01208799,"about_ca_system_score_gemma":0.01765263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05651819,"about_ca_topic_score_gemma":0.3299999,"domain_scores_codex":[0.9956883,0.001001728,0.0002588427,0.0002336185,0.0008396453,0.001977876],"domain_scores_gemma":[0.9816796,0.001312304,0.0008799385,0.0002167842,0.001583574,0.01432779],"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":[0.0003337427,0.001323162,0.2129836,0.000231089,0.0001139673,0.09632684,0.01846228,0.0007892207,0.001191055,0.003445219,0.6168147,0.04798508],"study_design_scores_gemma":[0.0004534185,0.002511513,0.3368587,0.00161696,0.0001378087,0.08515812,0.1263326,0.001760621,0.0007031623,0.003667468,0.4405391,0.0002606074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.276159,0.002753113,0.0005134572,0.6822594,0.008560494,0.0001051638,0.0003556312,0.00005628567,0.02923748],"genre_scores_gemma":[0.7545276,0.003761038,0.000976629,0.2008921,0.008369024,0.0000766884,0.000468573,0.0001121941,0.03081616],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05651819,"threshold_uncertainty_score":0.1123785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04349891113939637,"score_gpt":0.3682597578183303,"score_spread":0.3247608466789339,"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."}}