{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007632501,0.000351538,0.0005776613,0.0007192457,0.0005705343,0.0007753441,0.000340447,0.0004821171,0.001307435],"category_scores_gemma":[0.001325751,0.000420096,0.0005028846,0.0009768631,0.0002923651,0.000629338,0.0004448797,0.0006717748,0.0003029468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435803,"about_ca_system_score_gemma":0.0002964131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002741548,"about_ca_topic_score_gemma":0.002653356,"domain_scores_codex":[0.9994696,0.0001014367,0.00006934937,0.0001630787,0.0001000444,0.00009653361],"domain_scores_gemma":[0.9987179,0.0002009872,0.0005032878,0.0001642739,0.0001177558,0.0002958132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006505404,0.00002476051,0.9993907,0.000003686697,0.00002343748,0.00009287996,0.00003594287,0.000007373173,0.00009774003,0.00000323995,0.00002150673,0.0002335325],"study_design_scores_gemma":[0.000009823082,0.0002096743,0.9988254,0.000004212283,0.00002994756,0.0005765017,0.0001651124,0.00007095164,0.00002763925,0.000006750862,0.00007027439,0.000003726609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995351,0.0001209201,0.00004907481,0.000009642543,0.00000345229,0.00001012853,0.0001548206,0.000001618217,0.000115317],"genre_scores_gemma":[0.999543,0.0000773744,0.00004206922,0.0000171124,0.000008208174,0.00001132921,0.0002544208,0.000001333197,0.00004524211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002741548,"threshold_uncertainty_score":0.005451262,"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."}}