{"id":"W2115418290","doi":"10.1101/cshperspect.a015628","title":"Overview of Clinical Lung Transplantation","year":2014,"lang":"en","type":"review","venue":"Cold Spring Harbor Perspectives in Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Lung transplantation; Transplantation; Lung; Medicine; University hospital; Library science; Gerontology; Internal medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002695397,0.0004821456,0.004989535,0.0006152302,0.00003517089,0.00000565046,0.0002504016,0.0004410596,0.0001669205],"category_scores_gemma":[0.0008551356,0.0003552471,0.0007189748,0.0006140267,0.0003507989,0.00005937739,0.00001972371,0.0009954444,0.000009443286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690323,"about_ca_system_score_gemma":0.0003339561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007608376,"about_ca_topic_score_gemma":0.00001428351,"domain_scores_codex":[0.9956305,0.000649602,0.002175161,0.0007072014,0.0005234569,0.0003140808],"domain_scores_gemma":[0.9965947,0.001726552,0.0007190913,0.0006099268,0.0001537683,0.0001959223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000546643,0.0008155879,0.01670498,0.4920123,0.0017997,0.0008135494,0.003295457,0.000002267195,0.0000500997,0.1130081,0.0002529621,0.3706984],"study_design_scores_gemma":[0.007402161,0.0008127848,0.0761605,0.2621463,0.01083719,0.00005726543,0.0002960176,0.00007164854,0.00001413623,0.00003737604,0.6413884,0.0007761717],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001662875,0.9940888,0.002421846,0.0001865346,0.0006767209,0.001221177,0.00001825271,0.00006076489,0.001159598],"genre_scores_gemma":[0.0007730364,0.992207,0.005693443,0.00009214448,0.0009766723,0.00006434461,0.00001371633,0.00007903436,0.0001006222],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6411355,"threshold_uncertainty_score":0.99989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2041098922350832,"score_gpt":0.5160058818458922,"score_spread":0.3118959896108091,"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."}}