{"id":"W2150725604","doi":"10.2522/ptj.20100380","title":"Understanding Falls in Multiple Sclerosis: Association of Mobility Status, Concerns About Falling, and Accumulated Impairments","year":2011,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Falling (accident); Fear of falling; Cross-sectional study; Multiple sclerosis; Injury prevention; Medicine; Poison control; Occupational safety and health; Psychology; Gerontology; Demography; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005309077,0.0001258737,0.0003076341,0.00004391036,0.0001473124,0.000005352119,0.00008009285,0.0001383743,0.00001710974],"category_scores_gemma":[0.00005866799,0.0001104304,0.00006586162,0.0001555156,0.00004934646,0.0001709333,0.00003382468,0.0003028585,0.00001035004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003692318,"about_ca_system_score_gemma":0.00005165942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000981204,"about_ca_topic_score_gemma":0.0001984185,"domain_scores_codex":[0.9984114,0.0004223102,0.000366815,0.0002291053,0.0001883941,0.0003819822],"domain_scores_gemma":[0.9990553,0.0003252024,0.0003202956,0.0001544287,0.00006733721,0.00007740207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002735079,0.001395323,0.9394628,0.00006881199,0.00007098633,2.782453e-7,0.01706158,0.000001334522,0.03964841,0.0006157591,0.0000598036,0.001341421],"study_design_scores_gemma":[0.003633302,0.0001368283,0.9839395,0.000197712,0.000008520139,1.21986e-8,0.001388559,0.001444588,0.0001684746,0.008932312,0.00004226694,0.0001079718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981548,0.000106701,0.0002469292,0.0000183507,0.0001311965,0.0006990316,0.00003984135,0.00004700692,0.0005561975],"genre_scores_gemma":[0.9984511,0.001156813,0.0000790722,0.00008943317,0.00007304443,0.00005730997,0.00001919326,0.00001599781,0.0000580956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04447667,"threshold_uncertainty_score":0.4503222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2785926007417153,"score_gpt":0.3948516460330173,"score_spread":0.116259045291302,"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."}}