{"id":"W1972718723","doi":"10.1001/jama.2012.68313","title":"Measure, Promote, and Reward Mobility to Prevent Falls in Older Patients","year":2012,"lang":"en","type":"article","venue":"JAMA","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Measure (data warehouse); Gerontology; Falls in older adults; Poison control; Injury prevention; Physical medicine and rehabilitation; Medical emergency; Data mining","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":[0.00121067,0.0003164291,0.0003673149,0.0008773855,0.0007291197,0.0007273385,0.0003990917,0.0005392719,0.009605668],"category_scores_gemma":[0.01439094,0.0001126962,0.000677252,0.0005311227,0.0002440901,0.0005559045,0.001186586,0.0006309631,0.001805026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006736462,"about_ca_system_score_gemma":0.003405503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00387529,"about_ca_topic_score_gemma":0.0110645,"domain_scores_codex":[0.9992878,0.0002508091,0.00006630738,0.00003620595,0.000223649,0.0001353388],"domain_scores_gemma":[0.9979824,0.0003875497,0.0005196342,0.00008223281,0.0002670356,0.0007610553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007841605,0.003980226,0.1236743,0.0005573171,0.0002904223,0.00009513689,0.0004075127,0.001034662,0.0003494486,0.0009649502,0.1035902,0.7642717],"study_design_scores_gemma":[0.003372708,0.01534305,0.859084,0.004816871,0.001148119,0.0008403296,0.003102822,0.006503927,0.002065976,0.01444816,0.08911572,0.0001583538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7346716,0.01608488,0.008405829,0.1025712,0.002554613,0.001656791,0.002831955,0.00169126,0.129532],"genre_scores_gemma":[0.9752274,0.005745923,0.007689452,0.002491953,0.0006047614,0.0005521146,0.0004111259,0.00004982232,0.007227455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009605668,"threshold_uncertainty_score":0.03213418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595988613572372,"score_gpt":0.3412806356242646,"score_spread":0.3153207494885409,"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."}}