{"id":"W2295781804","doi":"10.1155/2009/843215","title":"Improvement in Health‐Related Quality of Life After Lung Transplantation","year":2009,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Lung transplantation; Quality of life (healthcare); Transplantation; Intensive care medicine; Lung; Surgery; Internal medicine; Nursing","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":[0.001324537,0.000103605,0.0003384257,0.0004115425,0.00006122471,0.00001306931,0.00005494087,0.00008643418,0.0002402391],"category_scores_gemma":[0.00005701284,0.00009387854,0.00009581645,0.0001962549,0.00002463328,0.00009005767,7.024108e-7,0.00033076,0.000002435843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003179641,"about_ca_system_score_gemma":0.001726608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006947023,"about_ca_topic_score_gemma":0.03568095,"domain_scores_codex":[0.9982091,0.000219193,0.0009437936,0.000122573,0.0002169144,0.0002884098],"domain_scores_gemma":[0.9988245,0.00004168083,0.0002091051,0.0001133146,0.0000751821,0.0007362648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00137968,0.0001095539,0.9217861,0.0009189008,0.00009817142,0.001028705,0.003826887,0.00009184403,0.006977612,0.001102127,0.0003387473,0.06234165],"study_design_scores_gemma":[0.002545173,0.0003170919,0.9954596,0.0002530454,0.00002175713,0.00006626342,0.0001210941,0.00001280881,0.0003059114,0.0001955442,0.0006108423,0.00009086946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933606,0.002210202,0.0005745364,0.003020786,0.0001579178,0.000231915,0.00003109841,0.000007447871,0.0004054596],"genre_scores_gemma":[0.9897845,0.0001416299,0.0008970127,0.009049811,0.00006672576,0.000003088402,0.000006429838,0.000008405989,0.00004235348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07367348,"threshold_uncertainty_score":0.9996658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03807450283774912,"score_gpt":0.3435782746826851,"score_spread":0.305503771844936,"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."}}