{"id":"W4286776471","doi":"10.2196/38067","title":"Assessing the Impact of Conversational Artificial Intelligence in the Treatment of Stress and Anxiety in Aging Adults: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Anxiety; Randomized controlled trial; mHealth; Intervention (counseling); Mental health; Clinical psychology; Quality of life (healthcare); Cognitive behavioral therapy; Psychology; Cognition; Medicine; Psychological intervention; Psychiatry; Psychotherapist","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":[0.005394757,0.00208253,0.006577444,0.001029278,0.001147682,0.001752998,0.001729102,0.004281082,0.01110378],"category_scores_gemma":[0.006824388,0.0009195169,0.00446898,0.001064247,0.001618772,0.001842787,0.0009548636,0.003640925,0.001036845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315439,"about_ca_system_score_gemma":0.002412623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224642,"about_ca_topic_score_gemma":0.003777557,"domain_scores_codex":[0.9962178,0.002202432,0.0004659252,0.0004931665,0.000276615,0.0003441153],"domain_scores_gemma":[0.9959764,0.001699704,0.0009304601,0.0002776298,0.0003805186,0.0007352905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.981311,0.007267732,0.0002806345,0.00219634,0.001899946,0.00002284729,0.00004727255,0.00008115453,0.0003508394,0.00005759176,0.0002437548,0.006240888],"study_design_scores_gemma":[0.9587752,0.03815716,0.0007446285,0.0001683179,0.001414526,0.000007239067,0.0000340887,0.0001627736,0.0001120071,0.00008550665,0.0003275218,0.000011046],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518581,0.02837347,0.002868884,0.002150601,0.004721559,0.1022496,0.002610909,0.0004254759,0.004741399],"genre_scores_gemma":[0.8425633,0.0104499,0.007910916,0.002149566,0.001920026,0.1291976,0.0009305611,0.00003900104,0.004839065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110378,"threshold_uncertainty_score":0.03714585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509172115369852,"score_gpt":0.4583290016401275,"score_spread":0.413237280486429,"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."}}