{"id":"W4309667756","doi":"10.2196/40261","title":"A Conversational, Virtual, Avatar-Led Cognitive Behavioral Therapy App Intervention for Improving the Quality of Life and Mental Health of People With Epilepsy: Protocol for a Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Anxiety; Randomized controlled trial; Mental health; Quality of life (healthcare); Psychological intervention; Psychiatry; Intervention (counseling); Psychology; Depression (economics); Medicine; Clinical psychology; 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":[0.02688479,0.005710061,0.01096247,0.002761042,0.003980583,0.004525952,0.004002028,0.007025896,0.0783102],"category_scores_gemma":[0.0245783,0.003285145,0.006269926,0.003157054,0.003362417,0.004025163,0.002343659,0.008929317,0.01114148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005546179,"about_ca_system_score_gemma":0.01547849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004027812,"about_ca_topic_score_gemma":0.007373311,"domain_scores_codex":[0.9866995,0.006939831,0.001652346,0.001173339,0.001765714,0.001769188],"domain_scores_gemma":[0.9900734,0.002984684,0.001920509,0.0010987,0.002440014,0.001482588],"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":[0.862431,0.03556305,0.0007365097,0.03193532,0.002284116,0.0003508439,0.0007898416,0.00225669,0.002607486,0.003635753,0.01677032,0.04063908],"study_design_scores_gemma":[0.9469333,0.02690401,0.001384071,0.003117689,0.0008015698,0.00004388124,0.0002057184,0.001245738,0.0005989275,0.001677945,0.01699286,0.0000942612],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001137624,0.0001038828,0.0003673834,0.00007838914,0.0001304298,0.9974265,0.0004410872,0.00003771892,0.0002770605],"genre_scores_gemma":[0.000847466,0.0000723972,0.0006876239,0.00006682079,0.00002140984,0.9980598,0.00005298037,0.000002188229,0.0001893636],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0783102,"threshold_uncertainty_score":0.2619737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1775211434151462,"score_gpt":0.550507374335378,"score_spread":0.3729862309202318,"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."}}