{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002584915,0.0003546545,0.001620702,0.0003587457,0.0001865042,0.00002236899,0.0001757108,0.0004090267,0.00004226897],"category_scores_gemma":[0.0007136638,0.0002054001,0.0001493658,0.0007107696,0.0002694708,0.00003760247,0.00001927243,0.0009722336,0.00001703717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108385,"about_ca_system_score_gemma":0.0003810583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007500298,"about_ca_topic_score_gemma":0.0001735102,"domain_scores_codex":[0.9972787,0.0002985279,0.001353414,0.0004607522,0.0002965712,0.0003119795],"domain_scores_gemma":[0.9955164,0.00359813,0.0003698654,0.0002937996,0.00005682047,0.000165032],"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":[0.0000757249,0.00005811575,0.006822662,0.04367101,0.0003861244,0.000151075,0.001388984,1.085362e-7,0.000001194852,0.0006485464,0.003983032,0.9428134],"study_design_scores_gemma":[0.001455331,0.0001949969,0.008846977,0.04049622,0.003193119,0.0004119524,0.0001192783,0.00009330396,5.562251e-7,0.0002279628,0.9446975,0.0002627954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000077481,0.9959501,0.0003313967,0.001322849,0.0008340676,0.001058565,0.00004542379,0.00009113358,0.0002889727],"genre_scores_gemma":[0.00006017533,0.996286,0.0008693815,0.0002134957,0.0007253588,0.0001683582,0.0004310845,0.00007183781,0.001174251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9425507,"threshold_uncertainty_score":0.8375973,"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."}}