{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007854443,0.0003126555,0.0004173197,0.000771488,0.0004068918,0.0004778848,0.0002626552,0.0003526112,0.0009331845],"category_scores_gemma":[0.002696019,0.0001323223,0.0004743903,0.0006564811,0.0002242226,0.0003191226,0.0005100376,0.0008747344,0.0001063121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003801363,"about_ca_system_score_gemma":0.0004099493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002348,"about_ca_topic_score_gemma":0.004646746,"domain_scores_codex":[0.9997028,0.00007153443,0.00004380926,0.0000461111,0.0000712913,0.0000644366],"domain_scores_gemma":[0.99862,0.0001624306,0.0007683943,0.00003616758,0.0001033204,0.0003096619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055037,0.00004079732,0.997777,0.00001738701,0.00003127129,0.00005655025,0.0000395511,0.00002857509,0.00005614786,0.000007400087,0.00008069592,0.001759062],"study_design_scores_gemma":[0.000007416909,0.0001698952,0.999376,0.00001321734,0.00001997086,0.0001562736,0.00004537142,0.00009590852,0.00002189007,0.00002051594,0.00007076593,0.000002781338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982511,0.0009770674,0.00004621439,0.0001119443,0.00001361771,0.00001419012,0.0001734307,0.000002776814,0.000409615],"genre_scores_gemma":[0.9995368,0.0001385737,0.00004680634,0.00004258824,0.00001494753,0.000007764346,0.0001601149,3.921725e-7,0.00005205753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003002348,"threshold_uncertainty_score":0.005969763,"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."}}