{"id":"W2891248689","doi":"10.2196/11290","title":"Online Positive Affect Journaling in the Improvement of Mental Distress and Well-Being in General Medical Patients With Elevated Anxiety Symptoms: A Preliminary Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health via Writing","field":"Psychology","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distress; Randomized controlled trial; Psychological intervention; Psychosocial; Anxiety; Medicine; Quality of life (healthcare); Intervention (counseling); Clinical psychology; Journaling file system; Psychiatry; Internal medicine; 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":[0.001834133,0.001011963,0.003117777,0.0006126107,0.0007524721,0.001259864,0.0008767379,0.001950738,0.008842088],"category_scores_gemma":[0.003260577,0.0005207892,0.002776038,0.0007541778,0.0008800602,0.000958232,0.0005868515,0.0023202,0.0006313599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000670194,"about_ca_system_score_gemma":0.001320478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849292,"about_ca_topic_score_gemma":0.003500372,"domain_scores_codex":[0.9991134,0.000485638,0.0001055286,0.0001186881,0.00007282511,0.0001040229],"domain_scores_gemma":[0.9983416,0.0007667206,0.0003216879,0.00009320574,0.0001054113,0.0003713153],"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":[0.9382669,0.02371172,0.0007577211,0.004480184,0.002076587,0.00005604174,0.0001005579,0.0001563005,0.0009818777,0.00007272981,0.0005645932,0.02877476],"study_design_scores_gemma":[0.9446257,0.05089193,0.002701176,0.0001917324,0.0008556147,0.00001343517,0.00003935187,0.0002003006,0.0001149507,0.0000550638,0.0003002927,0.0000103255],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531084,0.01954497,0.000885164,0.001176139,0.001201327,0.01988291,0.001228342,0.0002366133,0.002736208],"genre_scores_gemma":[0.9571277,0.009040726,0.003381812,0.001145116,0.0009216995,0.02605425,0.0005443413,0.00001940286,0.001765043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008842088,"threshold_uncertainty_score":0.0295797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006828609053535858,"score_gpt":0.3434431689716668,"score_spread":0.3366145599181309,"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."}}