{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002143165,0.0001289379,0.0001664369,0.0001982042,0.0002261744,0.00009675113,0.0001609016,0.0002683068,0.000002313531],"category_scores_gemma":[0.01931617,0.0001274969,0.00006113743,0.0005592807,0.0006560297,0.00001811068,0.0001569031,0.0002466523,0.000003055273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003741367,"about_ca_system_score_gemma":0.0001416106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000675141,"about_ca_topic_score_gemma":0.000194132,"domain_scores_codex":[0.9977802,0.0006949129,0.0004411198,0.0006506597,0.0001760343,0.0002570567],"domain_scores_gemma":[0.9963964,0.002577082,0.00006491598,0.0003341753,0.0005480748,0.00007938987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003593439,0.0007295025,0.3660356,0.0003349246,0.00004247343,6.97807e-7,0.0005472071,0.0001872626,0.2287628,0.003932452,0.009925208,0.3891426],"study_design_scores_gemma":[0.001598877,0.003756149,0.9560099,0.0002412255,0.00002444046,0.000001777107,0.002405797,0.005236777,0.005023687,0.006140474,0.01931207,0.0002487963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847136,0.0006760237,0.01281454,0.0007508869,0.0002997172,0.0003925108,0.00000835755,0.00005035764,0.0002940255],"genre_scores_gemma":[0.984332,0.0001282312,0.01510691,0.00006786965,0.000113545,0.00007032053,0.00004919614,0.00001502887,0.0001168884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5899744,"threshold_uncertainty_score":0.9889445,"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."}}