{"id":"W2084563367","doi":"10.1016/j.apmr.2013.01.021","title":"People With Multiple Sclerosis Use Many Fall Prevention Strategies but Still Fall Frequently","year":2013,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Multiple sclerosis; Fall prevention; Medicine; Physical medicine and rehabilitation; Injury prevention; Poison control; Medical emergency; 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":[0.0002345693,0.000435517,0.000962716,0.0009190338,0.001563561,0.0008127827,0.0003555065,0.001060477,0.00701159],"category_scores_gemma":[0.001849435,0.0001451936,0.0006025347,0.001354861,0.0003782501,0.0005455808,0.0008033431,0.0008666712,0.002210404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003730721,"about_ca_system_score_gemma":0.0007868598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008695069,"about_ca_topic_score_gemma":0.01965612,"domain_scores_codex":[0.99936,0.00004046004,0.00006639982,0.00005767954,0.000311967,0.0001634917],"domain_scores_gemma":[0.998792,0.0001631812,0.0004332504,0.00007057386,0.0002884989,0.0002525034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003564,0.001643617,0.634355,0.0006570585,0.0003977616,0.002878445,0.003542471,0.0002440368,0.004996285,0.0005040158,0.01196979,0.3384551],"study_design_scores_gemma":[0.00008758991,0.001053254,0.943773,0.000629859,0.0004681324,0.01437212,0.005590715,0.0003614723,0.001440773,0.002052339,0.0301111,0.00005962879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555643,0.008902391,0.001032522,0.004320841,0.0003523357,0.00009283584,0.0008847605,0.0002474687,0.02860263],"genre_scores_gemma":[0.9714351,0.005572401,0.001551837,0.002619573,0.0002554347,0.00007559837,0.0007900803,0.00003259238,0.01766743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008695069,"threshold_uncertainty_score":0.0234561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807219072112044,"score_gpt":0.3177271808852988,"score_spread":0.2896549901641784,"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."}}