{"id":"W4413971852","doi":"10.1177/10538135251365102","title":"Building Bridges: Establishing a Multiple Sclerosis Rehabilitation Research and Clinical Knowledge Mobilization Strategy","year":2025,"lang":"en","type":"article","venue":"Neurorehabilitation","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University Health Network; University of Toronto; Dalhousie University; Toronto Rehabilitation Institute; University of Alberta; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Multiple sclerosis; Mobilization; Rehabilitation; Physical medicine and rehabilitation; Medicine; Business; Physical therapy; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2354027,0.001739241,0.001411953,0.01063417,0.02253437,0.02246781,0.01024646,0.01130955,0.009493396],"category_scores_gemma":[0.1178882,0.001757142,0.002279418,0.005015762,0.01255108,0.01905305,0.05129764,0.01112953,0.003455382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0520679,"about_ca_system_score_gemma":0.3751341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04302501,"about_ca_topic_score_gemma":0.09169876,"domain_scores_codex":[0.8897389,0.07010547,0.006260592,0.006189251,0.01420885,0.01349694],"domain_scores_gemma":[0.8440439,0.04497673,0.007948341,0.009095475,0.03990251,0.0540331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003218669,0.002788448,0.01189216,0.004458982,0.000199091,0.002697821,0.2376182,0.00233522,0.004732031,0.08756196,0.07607188,0.5693223],"study_design_scores_gemma":[0.0006490141,0.001304821,0.01279142,0.01330334,0.0002948243,0.0009956049,0.2900764,0.006499767,0.003702562,0.1188728,0.550977,0.0005324545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1079581,0.006378208,0.2884648,0.3969046,0.004133081,0.05974523,0.00060377,0.001929323,0.1338829],"genre_scores_gemma":[0.2982257,0.003071578,0.6341618,0.02352844,0.0004724673,0.02247627,0.000718166,0.0002562384,0.0170893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2354027,"threshold_uncertainty_score":0.9428846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089333310630775,"score_gpt":0.4224905135957989,"score_spread":0.3135571825327214,"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."}}