{"id":"W7093105579","doi":"10.2196/63088","title":"Remote Measurement-Based Care Interventions for Mental Health: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medical diagnosis; Mania; Psychiatric diagnosis; MEDLINE; Mental health; Randomized controlled trial","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":[0.01786787,0.002987899,0.02164856,0.00671902,0.0007738814,0.003299387,0.002622982,0.002289959,0.005881816],"category_scores_gemma":[0.05051813,0.001329356,0.03650656,0.007136573,0.0009736787,0.002396253,0.002036398,0.00219049,0.0003190113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004241875,"about_ca_system_score_gemma":0.006898305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008223379,"about_ca_topic_score_gemma":0.01543085,"domain_scores_codex":[0.9880223,0.006254523,0.00306178,0.0009364184,0.001386154,0.0003388575],"domain_scores_gemma":[0.9738283,0.020016,0.003675061,0.0007003169,0.001519331,0.0002608939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001629657,0.00005273862,0.001037873,0.7099696,0.2665023,0.0000658119,0.00009093985,0.0005127186,0.0001139543,0.0001731409,0.0006080854,0.01924321],"study_design_scores_gemma":[0.001528971,0.0003803594,0.002355884,0.1077625,0.884922,0.00007768798,0.00006123306,0.0002788446,0.0001387565,0.0003109799,0.002150305,0.0000324682],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002350672,0.9948629,0.0007588547,0.0001707401,0.000119835,0.001038085,0.0004258009,0.00003633942,0.0002368368],"genre_scores_gemma":[0.09215627,0.8965561,0.004305221,0.0008025527,0.0002105052,0.005046517,0.0006448603,0.00002875239,0.000249198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02164856,"threshold_uncertainty_score":0.09449542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785828954260527,"score_gpt":0.5010603783903921,"score_spread":0.3224774829643394,"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."}}