{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001223124,0.000209146,0.0003414072,0.0001923187,0.00007456022,0.0001887001,0.0001485242,0.0001909338,0.0002242593],"category_scores_gemma":[0.00003460906,0.0001447572,0.000262758,0.000501343,0.00007704958,0.0004285783,0.000003310968,0.000484117,0.0002745827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003140253,"about_ca_system_score_gemma":0.0000760058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002004807,"about_ca_topic_score_gemma":0.0004598727,"domain_scores_codex":[0.9978501,0.0002112656,0.0007758981,0.0004853175,0.0003926194,0.0002848403],"domain_scores_gemma":[0.9980804,0.001443797,0.0000327037,0.0002650793,0.00004104048,0.0001369789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009789452,0.0008741,0.8411805,0.009283883,0.0005424466,0.007879708,0.07448172,0.0002367606,0.0004363034,0.01143011,0.001972523,0.04189247],"study_design_scores_gemma":[0.002113411,0.0002612351,0.9845862,0.002145357,0.0007851394,0.0002121159,0.0007878924,0.0003313234,0.0002329731,0.0004953743,0.007797948,0.000251038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191495,0.001089303,0.05184983,0.02120085,0.002676332,0.00161504,0.0001685178,0.000216506,0.002034075],"genre_scores_gemma":[0.9782429,0.00794961,0.0071214,0.005498165,0.0004501551,0.0001639578,0.0002564823,0.00003848169,0.000278874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1434057,"threshold_uncertainty_score":0.5903027,"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."}}