{"id":"W2000065448","doi":"10.7224/1537-2073.2014-054","title":"Whom to Target for Falls-Prevention Trials","year":2014,"lang":"en","type":"article","venue":"International Journal of MS Care","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Fall prevention; Falling (accident); Cognition; Psychological intervention; Fear of falling; Multiple sclerosis; Narrative review; Physical therapy; Gerontology; Physical medicine and rehabilitation; Injury prevention; Poison control; Psychiatry; Medical emergency; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05379916,0.001605743,0.007629234,0.002914406,0.002325339,0.01285607,0.001985734,0.01495975,0.02936157],"category_scores_gemma":[0.1460287,0.0013754,0.006851106,0.001836564,0.001668563,0.01086327,0.00340794,0.005700089,0.01090381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002501209,"about_ca_system_score_gemma":0.009232611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798584,"about_ca_topic_score_gemma":0.004077774,"domain_scores_codex":[0.930442,0.04304675,0.01478997,0.003251931,0.006498294,0.001971077],"domain_scores_gemma":[0.9290218,0.04000694,0.01193329,0.002655305,0.00840728,0.007975262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03029008,0.002415444,0.01135265,0.1326353,0.007393188,0.001128044,0.002237987,0.0007417673,0.001855705,0.01272759,0.1534902,0.6437321],"study_design_scores_gemma":[0.1529481,0.009557766,0.01137223,0.2690282,0.01434039,0.001080523,0.003070878,0.001772572,0.002404663,0.08400751,0.4498347,0.0005824819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02113462,0.469469,0.01775687,0.306904,0.03934668,0.0850388,0.00759433,0.000732322,0.05202332],"genre_scores_gemma":[0.1783065,0.1901343,0.08361166,0.2920409,0.0480326,0.1851297,0.002735239,0.0007101202,0.01929904],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05379916,"threshold_uncertainty_score":0.2845205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05917778644654392,"score_gpt":0.4554586767081342,"score_spread":0.3962808902615902,"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."}}