{"id":"W4407382134","doi":"10.1177/20552076251317558","title":"Satisfaction with a daily supportive text messaging program aimed at promoting psychological well-being of educators: Outcomes from implementation of the Wellness4Teachers","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Likert scale; Psychology; Mental health; Medical education; Personalization; Anxiety; Scale (ratio); Psychological intervention; Qualitative property; Text messaging; Applied psychology; Medicine; Computer science; Psychiatry; World Wide Web","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":[0.002959122,0.000193201,0.0004655935,0.0004458973,0.0009522798,0.001277188,0.000436251,0.0005490826,0.003062303],"category_scores_gemma":[0.0122001,0.000180011,0.0007927608,0.0005933897,0.0003648656,0.0005684537,0.001081246,0.001171899,0.000413769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304137,"about_ca_system_score_gemma":0.003065359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02773648,"about_ca_topic_score_gemma":0.04317738,"domain_scores_codex":[0.9982153,0.0005745723,0.0001241566,0.000112963,0.0004628154,0.0005103212],"domain_scores_gemma":[0.9916938,0.001282382,0.002260524,0.0001725154,0.001563972,0.003026912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002147136,0.01335039,0.7653186,0.0008088151,0.0002840451,0.0003474483,0.02172044,0.0002699216,0.001652012,0.0000866078,0.003850715,0.1901638],"study_design_scores_gemma":[0.00008643232,0.003228325,0.9861324,0.0001080745,0.00009664676,0.00005614917,0.008088064,0.000177994,0.0003860444,0.00002215151,0.001594037,0.00002364718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985554,0.00008323857,0.00004393595,0.0001811548,0.00001180525,0.00008218436,0.0001725112,0.00000917462,0.0008606963],"genre_scores_gemma":[0.9980003,0.0001394529,0.0002367197,0.0001332737,0.00001384329,0.0001169771,0.0002471945,0.000006061746,0.001106239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02773648,"threshold_uncertainty_score":0.05515009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196882107045887,"score_gpt":0.4213922088199208,"score_spread":0.399423387749462,"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."}}