{"id":"W2803586052","doi":"10.2196/mental.8901","title":"A Web-Based Transdiagnostic Intervention for Affective and Mood Disorders: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Anxiety; Clinical psychology; Mood; Intervention (counseling); Psychology; Mood disorders; Medicine; 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":[0.002723571,0.001703198,0.004471187,0.001105402,0.001069042,0.001538211,0.001702341,0.003889829,0.01715418],"category_scores_gemma":[0.004415093,0.000871557,0.002304564,0.0009363519,0.001698207,0.001817174,0.001038691,0.00353065,0.0015784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287409,"about_ca_system_score_gemma":0.002481045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002486251,"about_ca_topic_score_gemma":0.004260423,"domain_scores_codex":[0.9980551,0.001021375,0.0002066411,0.0003279438,0.0001629379,0.0002260091],"domain_scores_gemma":[0.9980924,0.0006810143,0.0004439086,0.0001325247,0.0001536605,0.0004966281],"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":[0.961211,0.01436732,0.0002715739,0.003944839,0.001653756,0.00005041207,0.00007271067,0.000157757,0.0004141201,0.0002008202,0.000993949,0.0166617],"study_design_scores_gemma":[0.983334,0.01522831,0.0003427665,0.000199156,0.0003505419,0.000008723614,0.00002382534,0.000123881,0.0000553255,0.00008858994,0.0002386109,0.000006293405],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410758,0.02751285,0.004374547,0.003663525,0.006278743,0.1057596,0.002902374,0.0009198847,0.007512732],"genre_scores_gemma":[0.8402732,0.01008351,0.008109259,0.0036647,0.001977585,0.1287645,0.0008949707,0.00004559984,0.006186586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715418,"threshold_uncertainty_score":0.05738646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681625768608067,"score_gpt":0.4004353442745959,"score_spread":0.3836190865885152,"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."}}