{"id":"W1987293009","doi":"10.7224/1537-2073.2014-052","title":"Drawing on Related Knowledge to Advance Multiple Sclerosis Falls-Prevention Research","year":2014,"lang":"en","type":"article","venue":"International Journal of MS Care","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Psychological intervention; Fall prevention; Physical medicine and rehabilitation; Population; Spinal cord injury; Gerontology; Promotion (chess); Poison control; Balance (ability); Fear of falling; Injury prevention; Intervention (counseling); Physical therapy; Environmental health; Spinal cord; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01774104,0.001044994,0.001940564,0.009376396,0.002792506,0.007066906,0.003415422,0.009669874,0.03269913],"category_scores_gemma":[0.07817689,0.0005110491,0.002113883,0.005825745,0.003533543,0.008728894,0.00757662,0.01118429,0.009587001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005548817,"about_ca_system_score_gemma":0.02506788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009551376,"about_ca_topic_score_gemma":0.02189068,"domain_scores_codex":[0.9913249,0.003373321,0.001269009,0.0007380883,0.002712523,0.0005823128],"domain_scores_gemma":[0.917411,0.05251528,0.003531659,0.004150606,0.01607647,0.006314985],"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":[0.00005866664,0.0007209987,0.002517888,0.01867851,0.00022434,0.00057481,0.002885677,0.0004584719,0.0003472688,0.04001259,0.183243,0.7502778],"study_design_scores_gemma":[0.0001213519,0.0003530199,0.004600379,0.1120063,0.0004589824,0.001085741,0.003254829,0.0003936787,0.0004536632,0.1253771,0.7517936,0.0001013588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00242724,0.3163091,0.01751535,0.5632672,0.02900919,0.0008987717,0.000842149,0.0003931486,0.06933784],"genre_scores_gemma":[0.03561745,0.6474586,0.04622263,0.2235791,0.03221956,0.001430385,0.001287858,0.0001691604,0.01201531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03269913,"threshold_uncertainty_score":0.1093895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06115815279355796,"score_gpt":0.3826968394381716,"score_spread":0.3215386866446137,"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."}}