{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152405,0.0002531858,0.000435196,0.001496904,0.0006593585,0.001110181,0.0002993736,0.0009120096,0.001730728],"category_scores_gemma":[0.005471506,0.0002450581,0.000453518,0.0008827258,0.0004926381,0.001814544,0.0009336945,0.0008214493,0.0001310845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007297557,"about_ca_system_score_gemma":0.0008069929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545574,"about_ca_topic_score_gemma":0.02511307,"domain_scores_codex":[0.9993258,0.000203376,0.0001096151,0.00008174011,0.0001552771,0.000124317],"domain_scores_gemma":[0.9981228,0.000543931,0.0008353114,0.00002578639,0.0002069559,0.0002653646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003940779,0.0001643923,0.9780713,0.0001953861,0.00005626229,0.000137383,0.003266718,0.00007476123,0.00008567307,0.00008988613,0.0006224488,0.01719636],"study_design_scores_gemma":[0.000004319466,0.0001255,0.9935352,0.0002533545,0.00003651457,0.0004308173,0.004365322,0.0002323035,0.00002573913,0.0002858076,0.0006959952,0.000009327208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921815,0.00335109,0.000135072,0.001916124,0.00001965911,0.00002707565,0.0001955483,0.000005298701,0.00216878],"genre_scores_gemma":[0.9975855,0.0017185,0.000214625,0.0002154768,0.00001976852,0.00001637818,0.00008156961,6.284753e-7,0.0001474649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545574,"threshold_uncertainty_score":0.03073156,"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."}}