{"id":"W4226330764","doi":"10.2196/34655","title":"Acceptability of Web-Based Mental Health Interventions in the Workplace: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Applied psychology; Medicine; Population; Schema (genetic algorithms); Psychology; Environmental health; Nursing; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008354306,0.0007990561,0.005472209,0.0005975031,0.0005026694,0.0000487433,0.00171774,0.0001859952,0.008296099],"category_scores_gemma":[0.0000838895,0.0006042449,0.002781939,0.00189966,0.0002066611,0.0001519124,0.0003535146,0.00143527,0.0003597846],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004585206,"about_ca_system_score_gemma":0.001518073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004985554,"about_ca_topic_score_gemma":0.0006972176,"domain_scores_codex":[0.9801358,0.009788913,0.006849444,0.001021416,0.001058087,0.00114633],"domain_scores_gemma":[0.9925297,0.0006753748,0.004461152,0.001931988,0.00002741165,0.00037433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001838316,0.003158363,0.00000448399,0.7499378,0.0000948907,0.000003365049,0.0006307967,2.355912e-8,4.497195e-10,0.0005196619,0.03479882,0.2108335],"study_design_scores_gemma":[0.0005833904,0.001237498,0.00003257138,0.5237343,0.0001361044,0.00009927382,0.001272566,9.46045e-7,7.014076e-9,0.00001768639,0.4726301,0.0002555895],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004276865,0.955403,0.000003020669,0.005807984,0.002195992,0.03015861,0.003986166,0.00008939284,0.002351522],"genre_scores_gemma":[0.0002197011,0.9726791,0.00005960574,0.004731228,0.00004218112,0.01762675,0.003225699,0.0001158837,0.001299845],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4378313,"threshold_uncertainty_score":0.9996409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168341972287957,"score_gpt":0.5115978880902758,"score_spread":0.3947636908614801,"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."}}