{"id":"W2166574796","doi":"10.1177/0269215514564899","title":"Fall risk and incidence reduction in high risk individuals with multiple sclerosis: a pilot randomized control trial","year":2014,"lang":"en","type":"article","venue":"Clinical Rehabilitation","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Physical therapy; Randomized controlled trial; Psychological intervention; Fall prevention; Intervention (counseling); Poison control; Injury prevention; Internal medicine; Emergency medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02138643,0.000193788,0.000954152,0.0001399063,0.0003517614,0.0000197187,0.0001168801,0.000332002,0.000005978429],"category_scores_gemma":[0.0532522,0.0001473922,0.0001489823,0.0002334174,0.0004750167,0.0003051453,0.00004168487,0.001049474,0.00005113917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009298877,"about_ca_system_score_gemma":0.0001279366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835673,"about_ca_topic_score_gemma":0.001653769,"domain_scores_codex":[0.9833188,0.01357625,0.001865724,0.0005911671,0.0003097623,0.0003383037],"domain_scores_gemma":[0.9643632,0.03362633,0.001256573,0.0003687925,0.0002300884,0.0001550703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2841025,0.0008433623,0.7023273,0.00007730444,0.00004356922,8.924975e-8,0.001191792,0.00001211639,0.0000392127,0.0004826813,0.0001442184,0.01073584],"study_design_scores_gemma":[0.4326557,0.001934121,0.5519523,0.0003100849,0.0001035862,1.102123e-7,0.000319926,0.001166992,9.447018e-8,0.01140093,0.00005727086,0.00009893569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884652,0.00007318487,0.004753917,0.0006009231,0.0009121337,0.005005016,0.00003326642,0.00008812543,0.00006827182],"genre_scores_gemma":[0.9923454,0.00049836,0.004999234,0.0001556532,0.0005419789,0.001353343,0.00002970978,0.00002347791,0.00005285807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.150375,"threshold_uncertainty_score":0.9547226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147950264636992,"score_gpt":0.3762636624376645,"score_spread":0.3347841597912946,"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."}}