{"id":"W2741692141","doi":"10.1016/j.jamcollsurg.2017.06.004","title":"Association Between Burn Injury and Mental Illness among Burn Survivors: A Population-Based, Self-Matched, Longitudinal Cohort Study","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information; Sunnybrook Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Burn injury; Cohort; Mental illness; Association (psychology); Cohort study; Longitudinal study; Population; Burn out; Internal medicine; Psychiatry; Clinical psychology; Surgery; Mental health; Pathology; Environmental health; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000705455,0.0002423858,0.0002859454,0.0006709615,0.0007947917,0.0005960626,0.0004401311,0.0004009358,0.00100625],"category_scores_gemma":[0.00141364,0.0003758298,0.0005246561,0.001262295,0.0002776037,0.0003527068,0.0003790382,0.0006619289,0.0001574471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485362,"about_ca_system_score_gemma":0.001996404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3089963,"about_ca_topic_score_gemma":0.367087,"domain_scores_codex":[0.9995926,0.00006718066,0.00003320845,0.00008303398,0.0001052042,0.0001187881],"domain_scores_gemma":[0.9989095,0.0000777668,0.0003759502,0.0001049533,0.0002766644,0.0002552356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000658982,0.00003827544,0.9992641,0.000005282018,0.00005422881,0.00003138062,0.00006727621,0.00001222521,0.00007479075,0.000005173866,0.0001168076,0.0002645841],"study_design_scores_gemma":[0.00001133516,0.00004426811,0.9995508,0.000005806375,0.00003021381,0.00004778738,0.000139909,0.00007524266,0.00001037496,0.000005449718,0.00007646313,0.000002345598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986346,0.0001148599,0.00004660608,0.0000508001,0.000004199995,0.00002055189,0.0009907368,0.0000023267,0.0001351911],"genre_scores_gemma":[0.9986399,0.0001312273,0.00009035614,0.0000470292,0.000005530536,0.00001937617,0.0009198194,0.000001302349,0.0001454522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3089963,"threshold_uncertainty_score":0.6143954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260287393425462,"score_gpt":0.2846147243701372,"score_spread":0.2720118504358826,"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."}}