{"id":"W4381334802","doi":"10.1186/s12889-023-16079-8","title":"Interventions to support mental health in people with long COVID: a scoping review","year":2023,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychological intervention; Mental health; Medicine; Anxiety; Biostatistics; MEDLINE; Distress; Public health; Psychiatry; Clinical psychology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0086732,0.0007450184,0.005741591,0.001630028,0.0002367016,0.0001171647,0.0005626792,0.0002089151,0.0003689738],"category_scores_gemma":[0.00276613,0.0005896332,0.0008449799,0.00347852,0.0000602112,0.000242172,0.0003819548,0.0009327222,0.0006796435],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005482366,"about_ca_system_score_gemma":0.06024029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296309,"about_ca_topic_score_gemma":0.03386712,"domain_scores_codex":[0.9915882,0.001669189,0.002990194,0.001226016,0.0008700492,0.001656305],"domain_scores_gemma":[0.993455,0.0008427241,0.001322086,0.00132394,0.0001111751,0.00294508],"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":[0.000008976114,0.0001913953,0.0006853584,0.7231054,0.00004859785,0.00003989839,0.0001455918,1.189752e-7,5.301238e-10,0.00004549765,0.02343126,0.2522979],"study_design_scores_gemma":[0.0008434567,0.001188236,0.0003439844,0.6026316,0.00009802361,0.0003377837,0.00001994418,6.16747e-7,1.35946e-9,8.468003e-7,0.3942574,0.0002780203],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002515445,0.9075752,0.001195807,0.06562435,0.000348693,0.02454473,0.0002016996,0.0003623039,0.0001446902],"genre_scores_gemma":[0.000001052843,0.9638634,0.001190285,0.0281099,0.000211282,0.002306205,0.003013369,0.000214104,0.001090394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3708262,"threshold_uncertainty_score":0.9996555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1696725941782825,"score_gpt":0.502614354642038,"score_spread":0.3329417604637555,"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."}}