{"id":"W4319660047","doi":"10.1016/j.ccm.2022.10.001","title":"The Lung Transplant Candidate, Indications, Timing, and Selection Criteria","year":2023,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Lung transplantation; Selection (genetic algorithm); Lung; 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":[0.0024104,0.0006882377,0.003264509,0.002760972,0.000316583,0.00165378,0.001004828,0.001129065,0.004238829],"category_scores_gemma":[0.006289917,0.0003215153,0.001791959,0.003104239,0.0005538656,0.001364009,0.0005681739,0.001510009,0.0006142539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008947086,"about_ca_system_score_gemma":0.002583954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002744415,"about_ca_topic_score_gemma":0.007185697,"domain_scores_codex":[0.9989574,0.000242277,0.0003506557,0.0001789979,0.0002232262,0.00004730053],"domain_scores_gemma":[0.9961199,0.002929809,0.0006097813,0.00003816745,0.0002281792,0.00007418766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003290604,0.0000800308,0.004186739,0.1021864,0.0012644,0.0001165717,0.00006888343,0.0003562769,0.0003666533,0.002074847,0.01563016,0.8733399],"study_design_scores_gemma":[0.0006552339,0.0005054253,0.0357093,0.3340849,0.01556826,0.004493492,0.0005768745,0.0005861781,0.0006543559,0.006916647,0.6000841,0.0001654321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001926218,0.9990849,0.00006206198,0.0002776395,0.00008528885,0.000008223707,0.00006040922,0.000001275495,0.0002275352],"genre_scores_gemma":[0.001788027,0.9971933,0.0002784811,0.0003271361,0.0002167682,0.00001405228,0.00008197025,0.000001014374,0.00009943081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004238829,"threshold_uncertainty_score":0.01418024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1777349708753189,"score_gpt":0.5107543534512234,"score_spread":0.3330193825759046,"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."}}