{"id":"W4400780900","doi":"10.1111/ctr.15393","title":"What Happens to Frailty in the First Year After Lung Transplantation?","year":2024,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Anxiety; Rehabilitation; Pulmonary rehabilitation; Physical therapy; Internal medicine; Hospital Anxiety and Depression Scale; Grip strength; Psychiatry","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":[0.001805056,0.0001956738,0.0007455876,0.0008383903,0.0009181665,0.001713529,0.0006230919,0.001210884,0.002318352],"category_scores_gemma":[0.01160409,0.0001706811,0.0007456938,0.00097258,0.0006320492,0.001354133,0.00101535,0.001789697,0.0002981582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009362329,"about_ca_system_score_gemma":0.001066157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658552,"about_ca_topic_score_gemma":0.03186207,"domain_scores_codex":[0.9991052,0.0002094694,0.00007322265,0.0001327995,0.000194174,0.000285111],"domain_scores_gemma":[0.9958191,0.000693276,0.001728758,0.000119769,0.0004901737,0.00114892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001683571,0.0001160695,0.9782774,0.00007629606,0.00008217769,0.0001666615,0.0007097611,0.0000557024,0.00006195117,0.00005556201,0.001117563,0.01911244],"study_design_scores_gemma":[0.000003507853,0.0001251272,0.9979371,0.00010917,0.00002698888,0.0001806248,0.00101583,0.0000601657,0.00001595017,0.000101162,0.0004146731,0.000009806526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791768,0.01140065,0.0001351042,0.005851083,0.0002164208,0.00001510242,0.0003573537,0.00001160259,0.002835897],"genre_scores_gemma":[0.997097,0.001851752,0.00005773924,0.0004508574,0.0001757212,0.000008115896,0.0001718851,0.000002725837,0.0001842967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01658552,"threshold_uncertainty_score":0.032978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07735013935545314,"score_gpt":0.4450478219909392,"score_spread":0.3676976826354861,"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."}}