{"id":"W2946978600","doi":"10.1111/ctr.13612","title":"Impaired cardiac autonomic response in lung transplant patients: A retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; University Health Network","keywords":"Medicine; Retrospective cohort study; Lung transplantation; Cohort; Internal medicine; Cardiology; Lung; Intensive care 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003170548,0.0002801862,0.001034355,0.0002367327,0.00005854102,0.00002303856,0.0001178634,0.000230534,0.0001326594],"category_scores_gemma":[0.0001170185,0.0002476728,0.0003561055,0.0003237059,0.00006890114,0.0002040546,0.000005076815,0.0005168894,0.00009422498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002289114,"about_ca_system_score_gemma":0.0001699648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069666,"about_ca_topic_score_gemma":0.00004582907,"domain_scores_codex":[0.9960749,0.001154629,0.0012374,0.0007320591,0.0004532568,0.0003477506],"domain_scores_gemma":[0.9978768,0.0012615,0.0001635948,0.0004032319,0.0001145803,0.0001802446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01687553,0.0009570122,0.9784923,0.0001558095,0.0002304192,0.0000982193,0.002366977,0.0000274754,0.0003086092,0.00004072459,0.0000110735,0.0004358531],"study_design_scores_gemma":[0.01167984,0.00203827,0.984411,0.0002267464,0.000706987,0.000008860277,0.0002012252,0.0002902143,0.000115374,0.00002979674,0.00002327014,0.0002684241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937279,0.00003862111,0.0007307863,0.0001727821,0.001017466,0.003499329,0.0001952925,0.0001179955,0.0004997891],"genre_scores_gemma":[0.9974336,0.0004040432,0.001173322,0.0002093758,0.00008956979,0.0001033414,0.0003583717,0.00004196798,0.0001864134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005918699,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698056935422257,"score_gpt":0.3738285788487901,"score_spread":0.3468480094945676,"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."}}