{"id":"W3197630020","doi":"10.1097/txd.0000000000001209","title":"Lung Transplantation in Systemic Sclerosis: a Practice Survey of United States Lung Transplant Centers","year":2021,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Gastroparesis; Lung; Lung transplantation; Internal medicine; Transplantation; Disease; Body mass index; Intensive care medicine; Surgery; Stomach","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":[0.001712651,0.0001292205,0.000159314,0.001015718,0.0004275937,0.0006716445,0.0002895934,0.0005084683,0.001592081],"category_scores_gemma":[0.004278854,0.0001697432,0.0001727543,0.001682977,0.0003791192,0.000704419,0.0009076422,0.0004382567,0.0002440456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006176764,"about_ca_system_score_gemma":0.0008498119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150135,"about_ca_topic_score_gemma":0.01645224,"domain_scores_codex":[0.9985502,0.0005135398,0.0002993912,0.0001728452,0.0003253883,0.0001385842],"domain_scores_gemma":[0.992728,0.0009017807,0.004612806,0.0001687714,0.0006192265,0.0009695921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007103156,0.00003560188,0.9974709,0.00001554563,0.000007790049,0.00002913555,0.0003343271,0.00001521853,0.00005422564,0.00001024091,0.0003661228,0.001653898],"study_design_scores_gemma":[0.000004237379,0.00007184692,0.9968266,0.00005280803,0.000006938793,0.000251755,0.00193615,0.0001306234,0.00004920016,0.00001209767,0.0006538978,0.000003823497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966505,0.000518541,0.00009009379,0.0006825342,0.000007777373,0.00002437403,0.0006747504,0.00001017247,0.001341271],"genre_scores_gemma":[0.9986109,0.0003416071,0.0001452148,0.000382527,0.0000112066,0.00002170913,0.0003256984,0.000002332378,0.0001587987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150135,"threshold_uncertainty_score":0.02286881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115269894211498,"score_gpt":0.3279763479701485,"score_spread":0.2868236490280335,"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."}}