{"id":"W3201337962","doi":"10.1016/j.rmed.2021.106617","title":"Baseline lung allograft dysfunction in primary graft dysfunction survivors after lung transplantation","year":2021,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Alberta Health Services","keywords":"Medicine; Lung transplantation; Lung; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009340859,0.00031273,0.0006418359,0.0009213468,0.0004529464,0.001432984,0.000415432,0.0006663117,0.002212573],"category_scores_gemma":[0.003558647,0.0001666162,0.0004292588,0.0009959845,0.0004221502,0.0009992408,0.0007595341,0.000982226,0.0003393531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007438258,"about_ca_system_score_gemma":0.0006840038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096172,"about_ca_topic_score_gemma":0.002169103,"domain_scores_codex":[0.9992486,0.0001707866,0.00007914163,0.0001133785,0.0001239104,0.0002643199],"domain_scores_gemma":[0.9975027,0.000501799,0.001036643,0.0001340311,0.0002606991,0.0005640662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002977554,0.00009242135,0.9972416,0.00001377791,0.00003424234,0.00005918306,0.00005614627,0.00002464072,0.0001230844,0.00002220002,0.00007873061,0.001956313],"study_design_scores_gemma":[0.000005230057,0.0002772287,0.9989254,0.00001172635,0.00002502852,0.0001638727,0.0002491659,0.00007162523,0.0001073233,0.00005127668,0.000106839,0.000005383981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981971,0.0006236033,0.00007596207,0.00007754447,0.00001784327,0.000005930435,0.0003219958,0.000005251354,0.000674771],"genre_scores_gemma":[0.9993773,0.0001102122,0.00002356191,0.00002064567,0.00002270867,0.000005853779,0.0002840522,0.000001508678,0.0001541319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212573,"threshold_uncertainty_score":0.007401824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072575797432395,"score_gpt":0.3011865854123226,"score_spread":0.2804608274379986,"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."}}