{"id":"W3174701721","doi":"10.1148/rg.2021200173","title":"Imaging Course of Lung Transplantation: From Patient Selection to Postoperative Complications","year":2021,"lang":"en","type":"article","venue":"Radiographics","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Island Health","funders":"","keywords":"Medicine; Life expectancy; Lung transplantation; Lung; Transplantation; Intensive care medicine; Quality of life (healthcare); Stage (stratigraphy); Disease; Surgery; Population; Pathology; Internal medicine","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":[0.004705296,0.0009098523,0.000875678,0.001351217,0.001355423,0.001962202,0.002131357,0.007805693,0.004945864],"category_scores_gemma":[0.01672187,0.0005073707,0.0006331321,0.0009436201,0.003395421,0.003041867,0.001252348,0.01532312,0.002816727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003781008,"about_ca_system_score_gemma":0.003139051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00557016,"about_ca_topic_score_gemma":0.009358923,"domain_scores_codex":[0.9983936,0.0006201481,0.000171267,0.0002581794,0.0004436219,0.0001132397],"domain_scores_gemma":[0.9912263,0.005321609,0.0004642583,0.000237538,0.002186053,0.0005643004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007051358,0.00002086018,0.001331727,0.0006298992,0.00002134377,0.001965742,0.0003327408,0.0001894138,0.000473897,0.005050752,0.9001468,0.08976626],"study_design_scores_gemma":[0.0000624318,0.0001177083,0.004587078,0.003706773,0.00004795814,0.01867143,0.0006181488,0.0004174799,0.0005992221,0.0123281,0.9587317,0.000111899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001163015,0.1251032,0.002818204,0.7367559,0.1259923,0.00006215998,0.0001141098,0.0001359242,0.007855049],"genre_scores_gemma":[0.02382925,0.1605612,0.003295781,0.3559041,0.4441409,0.000173144,0.0001587217,0.0001406135,0.01179637],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007805693,"threshold_uncertainty_score":0.02743322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461260503473528,"score_gpt":0.3176610493850299,"score_spread":0.3030484443502947,"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."}}