{"id":"W4385684499","doi":"10.1177/13524585231189678","title":"Enhancing involvement of people with multiple sclerosis in clinical trial design","year":2023,"lang":"en","type":"review","venue":"Multiple Sclerosis Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute for Health and Care Research","keywords":"Clinical trial; Medicine; Clinical study design; Multiple sclerosis; Physical therapy; Pathology; Psychiatry","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4035285,0.0009602952,0.002597238,0.003367432,0.001345789,0.006582911,0.002943524,0.00468094,0.00530809],"category_scores_gemma":[0.5015085,0.001044497,0.002648412,0.003500567,0.004295933,0.00834949,0.007060131,0.004891074,0.0009582776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003571057,"about_ca_system_score_gemma":0.02889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259012,"about_ca_topic_score_gemma":0.002782934,"domain_scores_codex":[0.3852757,0.5661828,0.02683058,0.003780337,0.01637333,0.001557311],"domain_scores_gemma":[0.2057597,0.7260388,0.03224339,0.01567548,0.01630513,0.003977506],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008804573,0.0002488475,0.003013734,0.1561015,0.001615497,0.0001169191,0.005902053,0.0004237316,0.0005919336,0.0112025,0.01219194,0.8077109],"study_design_scores_gemma":[0.003741296,0.001779201,0.009032627,0.5141255,0.005633702,0.001135925,0.003005122,0.0007803802,0.001386122,0.02817853,0.4310607,0.0001409497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006823799,0.8701078,0.03129723,0.05922186,0.003300998,0.008358173,0.0002191016,0.0003546398,0.02031641],"genre_scores_gemma":[0.1923482,0.5811529,0.1419231,0.04751487,0.004001342,0.03019585,0.0002997094,0.0002277908,0.002336187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5964715,"threshold_uncertainty_score":0.7355556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7573874463475445,"score_gpt":0.4968671606159275,"score_spread":0.260520285731617,"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."}}