{"id":"W4391617952","doi":"10.1007/s12529-024-10265-7","title":"Randomized Controlled Trial of the Behavioral Intervention for Physical Activity in Multiple Sclerosis Project: Response Heterogeneity and Predictors of Change","year":2024,"lang":"en","type":"article","venue":"International Journal of Behavioral Medicine","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Multiple Sclerosis Society","keywords":"Medicine; Physical therapy; Randomized controlled trial; Intervention (counseling); Demography; Physical activity; Bivariate analysis; Clinical psychology; Internal medicine; Statistics; 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":[],"consensus_categories":[],"category_scores_codex":[0.01364855,0.002367107,0.008038129,0.0009105669,0.001055113,0.001736208,0.001601542,0.004376384,0.006840735],"category_scores_gemma":[0.02220727,0.001076797,0.004699989,0.0009869298,0.002615494,0.002430825,0.00147207,0.006341589,0.000794563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555447,"about_ca_system_score_gemma":0.002984384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004535141,"about_ca_topic_score_gemma":0.002634244,"domain_scores_codex":[0.9856651,0.01073111,0.001018817,0.001199519,0.000625239,0.0007602604],"domain_scores_gemma":[0.9857348,0.008686502,0.002321984,0.001249693,0.0007310545,0.001276046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9920753,0.001566028,0.0007887653,0.0002693098,0.002314876,0.000008258857,0.00002255213,0.0001591901,0.0001035561,0.00007658987,0.000171846,0.002443681],"study_design_scores_gemma":[0.9795831,0.01576729,0.001995389,0.00004674521,0.001645368,0.0000108458,0.00001915421,0.0005466507,0.00008764852,0.0001757224,0.0001096136,0.00001245297],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782703,0.005774392,0.002338242,0.001712037,0.001632703,0.006846404,0.001290741,0.0002405267,0.001894719],"genre_scores_gemma":[0.9871693,0.0009266916,0.002030239,0.0008166171,0.0005336829,0.006746063,0.0007297831,0.00003155212,0.001016007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364855,"threshold_uncertainty_score":0.07218134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2532075708474031,"score_gpt":0.457042314761063,"score_spread":0.2038347439136599,"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."}}