{"id":"W4220906174","doi":"10.2196/preprints.37934","title":"Burnout and Associated Psychological Problems Among Teachers and the Impact of the Wellness4Teachers Supportive Text Messaging Program: Protocol for a Cross-sectional and Program Evaluation Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Anxiety; Nova scotia; Phone; Depression (economics); Psychological resilience; Psychology; Descriptive statistics; Medicine; Clinical psychology; Family medicine; Psychiatry; Social psychology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024455,0.00376416,0.005162615,0.003094684,0.005490292,0.002371384,0.003041821,0.003376672,0.04786118],"category_scores_gemma":[0.01486725,0.003422587,0.004475294,0.002806562,0.001618892,0.002350457,0.002563549,0.00559343,0.008309838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007276485,"about_ca_system_score_gemma":0.02453923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247512,"about_ca_topic_score_gemma":0.02005992,"domain_scores_codex":[0.986183,0.008077319,0.001929465,0.001066722,0.001242902,0.001500651],"domain_scores_gemma":[0.9871733,0.002910288,0.001735525,0.001328747,0.004986612,0.00186553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2048471,0.2139487,0.02053434,0.05214822,0.001713988,0.001862595,0.0112209,0.01144787,0.01360016,0.007164627,0.1418793,0.3196323],"study_design_scores_gemma":[0.2742485,0.2069473,0.1503159,0.0191072,0.001537838,0.0004155659,0.01436289,0.007665024,0.01039479,0.007403805,0.3064129,0.001188359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002868742,0.00006468523,0.0008377539,0.00008690688,0.0000833944,0.9945469,0.0009779234,0.00003815697,0.0004955575],"genre_scores_gemma":[0.0008228269,0.00005421811,0.001273936,0.00004446474,0.00001027634,0.9973979,0.0001498861,0.000002334216,0.0002441378],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04786118,"threshold_uncertainty_score":0.1601116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522884525970384,"score_gpt":0.5480496713670796,"score_spread":0.3957612187700412,"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."}}