{"id":"W3112909852","doi":"10.2196/20036","title":"Transdiagnostic Internet Intervention for Indonesian University Students With Depression and Anxiety: Evaluation of Feasibility and Acceptability","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Anxiety; Psychological intervention; Intervention (counseling); Usability; Clinical psychology; Depression (economics); Quality of life (healthcare); Medicine; The Internet; Psychology; Scale (ratio); Psychiatry; Nursing","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":[0.003608141,0.0005175859,0.0007653787,0.0004745529,0.0005323292,0.0006381426,0.0006905473,0.000507439,0.002642105],"category_scores_gemma":[0.004824879,0.0002714234,0.0009764024,0.0002531878,0.000357773,0.0004380299,0.0009656634,0.0008385581,0.0002390779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005119406,"about_ca_system_score_gemma":0.0014198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008857513,"about_ca_topic_score_gemma":0.002050298,"domain_scores_codex":[0.997874,0.001303586,0.0002192867,0.0001093022,0.0003098052,0.000184058],"domain_scores_gemma":[0.9980097,0.0007236262,0.0004108551,0.000154814,0.000294071,0.0004068959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01570391,0.213791,0.06627648,0.003968457,0.000455515,0.0006819137,0.006255769,0.0009102763,0.01358687,0.0003258953,0.001453846,0.67659],"study_design_scores_gemma":[0.02079975,0.3867168,0.5495039,0.001354384,0.001721952,0.001034455,0.01053783,0.007789813,0.01446757,0.0004640107,0.005398972,0.0002106891],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956493,0.0001551626,0.0005479769,0.00008567739,0.00002051949,0.002658913,0.00003806097,0.00002576872,0.0008185735],"genre_scores_gemma":[0.9823884,0.0007265494,0.009346552,0.0001669178,0.00002689965,0.006468569,0.00008811364,0.000006356312,0.0007814238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003608141,"threshold_uncertainty_score":0.01908189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06251491144777772,"score_gpt":0.4315124156254053,"score_spread":0.3689975041776276,"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."}}