{"id":"W4367627061","doi":"10.18332/popmed/163958","title":"Global Mental Health: A Systematic Review of Burnout Syndrome in Latin American and Caribbean Teachers","year":2023,"lang":"en","type":"review","venue":"Population Medicine","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Burnout; Mental health; Burnout syndrome; Psychology; Medicine; Political science; Psychiatry; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001440756,0.0002839292,0.0036311,0.0002569898,0.00003998084,0.000002721499,0.0001595476,0.00009221759,0.00005537472],"category_scores_gemma":[0.0001852806,0.0002015451,0.0001146993,0.001141906,0.000125708,0.00002919299,0.00003468295,0.0001990851,0.00003453335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004932919,"about_ca_system_score_gemma":0.00008815587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01565729,"about_ca_topic_score_gemma":0.0007237726,"domain_scores_codex":[0.996096,0.0007998117,0.002014389,0.0003864497,0.0003892202,0.0003140908],"domain_scores_gemma":[0.9977984,0.0001277815,0.001503873,0.0003745381,0.00001578089,0.0001796725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001862094,0.00002871006,0.001406581,0.8514933,0.00004945988,0.00001352874,0.0007135925,3.206798e-8,1.707961e-9,0.0002258397,0.0006326539,0.1454344],"study_design_scores_gemma":[0.0002793389,0.0003486631,0.009503476,0.9821582,0.0003407451,0.0002018565,0.00101255,0.000001683707,2.583984e-10,0.00002068939,0.00598806,0.0001446956],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000312602,0.9947137,0.000002244207,0.0007362957,0.0003556923,0.003515021,0.00007425409,0.00003319025,0.0002570064],"genre_scores_gemma":[0.0006525746,0.9977196,0.00002181184,0.0004357123,0.00004282123,0.0001969673,0.0006063253,0.00002674732,0.0002974223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1452897,"threshold_uncertainty_score":0.9908975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07888373184443676,"score_gpt":0.4881366484210093,"score_spread":0.4092529165765726,"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."}}