{"id":"W2889370093","doi":"10.1111/ctr.13394","title":"Preoperative expectations for health‐related quality of life after lung transplant","year":2018,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Quality of life (healthcare); Visual analogue scale; Physical therapy; Cohort; COPD; Lung transplantation; Surgery; Prospective cohort study; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001499486,0.0001880773,0.0007779257,0.0001049342,0.0001561344,0.00001055307,0.00007570833,0.0001944264,0.0001681015],"category_scores_gemma":[0.0002661693,0.0001577106,0.0003791057,0.0002092115,0.0002965237,0.0001362106,0.0000020339,0.0002325637,0.00001526856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002440123,"about_ca_system_score_gemma":0.0002856452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004899879,"about_ca_topic_score_gemma":0.0001547959,"domain_scores_codex":[0.9965583,0.0006059597,0.001922106,0.0003972259,0.0002590277,0.0002574],"domain_scores_gemma":[0.9969309,0.001960183,0.0003265003,0.0002228866,0.0003048977,0.000254606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02977111,0.001175575,0.9046398,0.005905631,0.001030435,0.00002130735,0.04305909,0.00001622857,0.002206166,0.005676795,0.0003023964,0.006195417],"study_design_scores_gemma":[0.007542786,0.001297994,0.9865521,0.0004357875,0.0004534212,0.00001967016,0.0004512694,0.0004916268,0.002117593,0.0003825504,0.00005373554,0.000201423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7909052,0.0004151932,0.2036119,0.002108574,0.0005063395,0.001282505,0.0006462088,0.00008381721,0.0004402886],"genre_scores_gemma":[0.9549676,0.0004757529,0.0424749,0.001018919,0.0002323231,0.0001393042,0.0005205878,0.00002636315,0.0001442238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1640624,"threshold_uncertainty_score":0.6431253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362311748943361,"score_gpt":0.4958631542704686,"score_spread":0.3596319793761324,"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."}}