{"id":"W4390858810","doi":"10.1007/s00415-023-12116-z","title":"Experiences of people with multiple sclerosis and clinicians in using cognitive behavioural therapies for hidden symptoms: a systematic review and meta-aggregation","year":2024,"lang":"en","type":"review","venue":"Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Saskatchewan; London Health Sciences Centre; University of Calgary; Western University; University Health Network; University of Toronto; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute","funders":"","keywords":"Data extraction; Systematic review; Context (archaeology); Facilitator; Psychological intervention; Qualitative research; Qualitative property; Psychology; Medicine; MEDLINE; Physical therapy; Clinical psychology; Applied psychology; Psychiatry; Social psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01510762,0.001625201,0.01074806,0.004785149,0.0007340522,0.003296155,0.001390831,0.002500131,0.002735102],"category_scores_gemma":[0.054719,0.001519657,0.01895042,0.006113798,0.000750463,0.002481158,0.002792478,0.002094582,0.0001554201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002671446,"about_ca_system_score_gemma":0.003604134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007196472,"about_ca_topic_score_gemma":0.03237257,"domain_scores_codex":[0.983521,0.006365085,0.006559886,0.001366073,0.001736514,0.0004514455],"domain_scores_gemma":[0.9633115,0.02640715,0.007472429,0.0007197543,0.001725749,0.0003634275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.001908252,0.00005384431,0.01417066,0.5416911,0.4212413,0.0001893744,0.001089046,0.0001670288,0.0001697648,0.000143572,0.0007304918,0.01844547],"study_design_scores_gemma":[0.0009906015,0.0003356473,0.02411098,0.1182046,0.8512776,0.0003137865,0.001051682,0.0001116952,0.0001110083,0.0002234084,0.003189086,0.00007985382],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01378166,0.9845273,0.000263446,0.0002187625,0.0001398321,0.0002810017,0.0005602805,0.000008057266,0.0002196701],"genre_scores_gemma":[0.3041316,0.6902694,0.002021672,0.001266414,0.000149188,0.001104587,0.0007185441,0.0000174538,0.0003212034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01510762,"threshold_uncertainty_score":0.07989764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2498929693794655,"score_gpt":0.4191411116353735,"score_spread":0.1692481422559081,"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."}}