{"id":"W7133166101","doi":"","title":"Interventions to address social and structural conditions that impact health outcomes among individuals with multiple sclerosis and other complex, chronic and disabling conditions: Scoping review protocol","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Protocol (science); Multiple sclerosis; MEDLINE; Intervention (counseling); Alternative medicine; Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.07099418,0.003566838,0.007479922,0.01038983,0.005266088,0.007816195,0.00496785,0.00753942,0.09931362],"category_scores_gemma":[0.08305935,0.004182165,0.01022643,0.009710044,0.003779083,0.005647802,0.006853144,0.006510222,0.01607955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0127107,"about_ca_system_score_gemma":0.09796601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242104,"about_ca_topic_score_gemma":0.03180531,"domain_scores_codex":[0.9700435,0.01331006,0.009445134,0.00186012,0.003623332,0.001717987],"domain_scores_gemma":[0.9566544,0.01456144,0.005681362,0.00315773,0.01731701,0.002628021],"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":[0.01009889,0.001351309,0.001917429,0.7081479,0.001655752,0.0009152336,0.008679202,0.002203847,0.001422366,0.01396792,0.09542555,0.1542145],"study_design_scores_gemma":[0.03045289,0.002521173,0.006745262,0.539499,0.004649078,0.0004515205,0.005320164,0.00100396,0.002240906,0.01263591,0.3940758,0.0004043237],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003557133,0.0008458099,0.0008157123,0.0003550283,0.0001201283,0.9915733,0.004192931,0.00003852837,0.001703],"genre_scores_gemma":[0.0002942254,0.00108718,0.002409126,0.000130292,0.00001286362,0.9950432,0.0005461462,0.000005603576,0.0004714203],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09931362,"threshold_uncertainty_score":0.3754576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2147948985171379,"score_gpt":0.4910156405787176,"score_spread":0.2762207420615798,"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."}}