{"id":"W4388632004","doi":"10.3389/fgwh.2023.1182267","title":"The effectiveness of CBT-based daily supportive text messages in improving female mental health during COVID-19 pandemic: results from the Text4Hope program","year":2023,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; Nova Scotia Health Authority; Dalhousie University","funders":"Alberta Children's Hospital Foundation; University of Alberta; Alberta Cancer Foundation; Royal Alexandra Hospital Foundation; Children's Hospital Foundation; Alberta Health Services","keywords":"Anxiety; Mental health; Longitudinal study; Medicine; Depression (economics); Patient Health Questionnaire; Cohort; Cohort study; Suicidal ideation; Pandemic; Intervention (counseling); Clinical psychology; Psychiatry; Coronavirus disease 2019 (COVID-19); Depressive symptoms; Poison control; Suicide prevention; Internal medicine; Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001037253,0.0003597809,0.0005225998,0.0002682735,0.0005046615,0.0004122772,0.0005791655,0.0005230176,0.005793648],"category_scores_gemma":[0.004054975,0.0001423699,0.0006935135,0.0002479725,0.0002671003,0.0003903617,0.000551262,0.0007706801,0.0003469516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075374,"about_ca_system_score_gemma":0.001908988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597322,"about_ca_topic_score_gemma":0.02267205,"domain_scores_codex":[0.9995506,0.0001820706,0.00002661499,0.00007281898,0.00006627348,0.0001016576],"domain_scores_gemma":[0.9990249,0.0004551902,0.0001273451,0.00004912312,0.00006231076,0.0002811784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04716972,0.08366208,0.01091532,0.003049838,0.000576214,0.0001830893,0.002766492,0.0009566222,0.003075302,0.0002594128,0.005845223,0.8415408],"study_design_scores_gemma":[0.1149304,0.3011739,0.5385845,0.003520114,0.003458593,0.0002598424,0.004877687,0.004809905,0.004249998,0.001011434,0.02293907,0.0001845607],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941362,0.0007224142,0.0001949482,0.0006131494,0.0001003494,0.001441083,0.0004940316,0.00006022809,0.002237533],"genre_scores_gemma":[0.9895803,0.001286137,0.002129827,0.0006942039,0.0001973955,0.002886012,0.0005646995,0.00001409145,0.002647379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597322,"threshold_uncertainty_score":0.03176045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894540794309901,"score_gpt":0.3942242304854915,"score_spread":0.3652788225423925,"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."}}