{"id":"W3191902040","doi":"10.2196/28044","title":"Testing the Differential Impact of an Internet-Based Mental Health Intervention on Outcomes of Well-being and Psychological Distress During COVID-19: Uncontrolled Intervention Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"South Australian Health and Medical Research Institute","keywords":"Mental health; Distress; Psychological intervention; Psychological resilience; Clinical psychology; Well-being; Population; Anxiety; Psychology; Intervention (counseling); Multivariate analysis of variance; Medicine; Psychiatry; Social psychology; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001059432,0.0003952824,0.0008843183,0.0002436102,0.0004003473,0.00007039585,0.0003384493,0.00009197776,0.0005818431],"category_scores_gemma":[0.000101647,0.0002941522,0.0005669604,0.0003444826,0.0002048088,0.0001798191,0.0002152847,0.0003873741,0.00001109977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091821,"about_ca_system_score_gemma":0.00009408131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00493155,"about_ca_topic_score_gemma":0.001307959,"domain_scores_codex":[0.9943091,0.001901649,0.001911179,0.0007612775,0.0004895814,0.0006272627],"domain_scores_gemma":[0.9972312,0.0002591578,0.00128996,0.0005908496,0.00006546025,0.0005633156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01423113,0.1231875,0.605087,0.003781463,0.001494858,0.00008481822,0.02448339,0.00004849011,0.0006086421,0.002591055,0.001102855,0.2232988],"study_design_scores_gemma":[0.0157654,0.0245124,0.9491012,0.001042851,0.00002576756,0.00007045413,0.00844194,0.0002944733,0.0002476329,0.000256412,0.00001002475,0.0002315236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931265,0.0001897995,0.0001101143,0.00202499,0.001047633,0.002744336,0.0004204334,0.00008172671,0.000254484],"genre_scores_gemma":[0.9984742,0.000002238809,0.00007147681,0.0004158225,0.00004263192,0.0002575071,0.0003943486,0.00004181514,0.000299901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3440141,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521945767198152,"score_gpt":0.4686410657035629,"score_spread":0.4134216080315814,"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."}}