{"id":"W4388863837","doi":"10.2196/51102","title":"Efficacy of an Electronic Cognitive Behavioral Therapy Program Delivered via the Online Psychotherapy Tool for Depression and Anxiety Related to the COVID-19 Pandemic: Pre-Post Pilot Study","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada); Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Anxiety; Mental health; Mindfulness; Depression (economics); Cognitive behavioral therapy; Clinical psychology; Quality of life (healthcare); Population; Psychology; Psychiatry; Coping (psychology); Pandemic; Medicine; Psychotherapist; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003704656,0.0008910613,0.00139393,0.0008139807,0.001060454,0.0006699172,0.0009338221,0.001227592,0.00455551],"category_scores_gemma":[0.007123668,0.0006034214,0.001283969,0.0004769578,0.001042281,0.001042817,0.0007376781,0.001981708,0.000561395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009193986,"about_ca_system_score_gemma":0.001515767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327421,"about_ca_topic_score_gemma":0.002861949,"domain_scores_codex":[0.9979596,0.0009664252,0.0001916045,0.0002500598,0.0002741481,0.0003581514],"domain_scores_gemma":[0.9955428,0.002088689,0.0005603259,0.0003710073,0.0004471083,0.0009901308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.09762744,0.7552506,0.02141968,0.0007646513,0.0004071201,0.0003098636,0.002897745,0.0004795134,0.005879194,0.00008082727,0.0007959966,0.1140873],"study_design_scores_gemma":[0.04171278,0.8188398,0.1341402,0.00007494836,0.0003230335,0.00006542401,0.0009917145,0.0007621068,0.002327302,0.00005807761,0.0006629952,0.00004153938],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970661,0.00003897449,0.00009917164,0.00005790232,0.00002694846,0.002173441,0.0001220955,0.00001736137,0.0003979179],"genre_scores_gemma":[0.9928207,0.0001502268,0.001150669,0.0001688572,0.00007977688,0.004651497,0.0002374699,0.000007530636,0.0007332606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00455551,"threshold_uncertainty_score":0.01959229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08723310064453438,"score_gpt":0.5097563044272885,"score_spread":0.4225232037827541,"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."}}