{"id":"W3165152296","doi":"10.1097/tp.0000000000003823","title":"Frailty Measures in Patients Listed for Lung Transplantation","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung transplantation; Depression (economics); Lung function; Cognition; Association (psychology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002393877,0.0001842062,0.000321021,0.0001665034,0.00007791987,0.00002460156,0.00004984193,0.0001432032,0.00006414733],"category_scores_gemma":[0.00003864332,0.00018046,0.0001390949,0.0002985018,0.00002383647,0.0001942987,0.00000120715,0.000140891,0.000004803474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000637389,"about_ca_system_score_gemma":0.0001173196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004587194,"about_ca_topic_score_gemma":0.0003360271,"domain_scores_codex":[0.9985511,0.0001116413,0.0004574465,0.0002925199,0.0003275198,0.0002598161],"domain_scores_gemma":[0.9992264,0.0002339546,0.00006847221,0.0001504144,0.0002301214,0.00009062905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007244357,0.0006750897,0.915998,0.004858957,0.0001720021,0.0002317554,0.009779951,0.0002917694,0.02256653,0.001752239,0.0001076102,0.03632175],"study_design_scores_gemma":[0.01230136,0.0001411896,0.9503292,0.0003287537,0.0005047331,0.00005414156,0.00009461426,0.0003652161,0.03533447,0.0001388333,0.0001977973,0.0002096453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8558095,0.000157321,0.1412715,0.0003918933,0.0002844579,0.000796942,0.0002847736,0.00008330459,0.0009203141],"genre_scores_gemma":[0.9732528,0.0008539726,0.02109232,0.0004310045,0.00007251003,0.00008874161,0.003942669,0.0000339754,0.0002319647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201792,"threshold_uncertainty_score":0.7358945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462103937234917,"score_gpt":0.3430322435289311,"score_spread":0.298411204156582,"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."}}