{"id":"W4210803889","doi":"10.2196/31835","title":"Computerized Cognitive Behavioral Therapy Intervention for Depression Among Veterans: Acceptability and Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterans Affairs; Mental health; Medicine; Psychological intervention; Depression (economics); Intervention (counseling); Randomized controlled trial; Health care; Clinical trial; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008774906,0.0007118946,0.0007850511,0.0006572733,0.0007662282,0.000803113,0.0007157493,0.0009678695,0.003773006],"category_scores_gemma":[0.01321302,0.0005041194,0.001213014,0.0005595538,0.0006233598,0.0008350469,0.0007022501,0.00137238,0.0003765754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009589069,"about_ca_system_score_gemma":0.003038976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422802,"about_ca_topic_score_gemma":0.005575009,"domain_scores_codex":[0.9922064,0.005363883,0.0005262789,0.0003272166,0.001009849,0.0005664438],"domain_scores_gemma":[0.9956653,0.002253317,0.0005599008,0.0002615297,0.0006544697,0.000605565],"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":[0.07963515,0.4669319,0.1850963,0.001864336,0.001155721,0.0005299641,0.01125395,0.0007560553,0.00474161,0.000703625,0.001796939,0.2455344],"study_design_scores_gemma":[0.0840597,0.5910588,0.3117204,0.0003191871,0.0008640526,0.0003872839,0.004337015,0.002377216,0.001575509,0.000273216,0.002942454,0.00008513656],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993623,0.0000965396,0.0002566587,0.0001415413,0.00002137433,0.00500157,0.0001082816,0.000009289424,0.0007418433],"genre_scores_gemma":[0.9874319,0.0003238825,0.002494913,0.0002829553,0.00007633046,0.008751915,0.0002161673,0.000006356212,0.0004155853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008774906,"threshold_uncertainty_score":0.04640669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2544389429021436,"score_gpt":0.5793404769084545,"score_spread":0.3249015340063108,"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."}}