{"id":"W2469071806","doi":"10.2196/ijmr.5590","title":"Relationship Between Difficulties in Daily Activities and Falling: Loco-Check as a Self-Assessment of Fall Risk","year":2016,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Falling (accident); Checklist; Gerontology; Service (business); Medicine; Test (biology); Older people; Elderly people; Population; Physical therapy; Psychology; Environmental health; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001320397,0.0003771844,0.0004654606,0.001916342,0.0003363148,0.0006105417,0.000426522,0.0005162021,0.00112489],"category_scores_gemma":[0.005530812,0.0001893202,0.0007584181,0.001518554,0.0002714311,0.0005326036,0.0006758303,0.0006091424,0.0001851067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101323,"about_ca_system_score_gemma":0.0002916243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003927699,"about_ca_topic_score_gemma":0.008386768,"domain_scores_codex":[0.9990789,0.0002810343,0.000158543,0.00009638901,0.0003041231,0.00008095254],"domain_scores_gemma":[0.995546,0.0007321031,0.002561322,0.0001023633,0.0005486228,0.0005095374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003394353,0.00003753206,0.9982831,0.00001889211,0.0000448539,0.00001419276,0.00003789911,0.00002916078,0.00003076736,0.000006135085,0.0001119082,0.001351688],"study_design_scores_gemma":[0.000004422258,0.00009395735,0.9992824,0.00001594012,0.00003116364,0.00009121747,0.00008737782,0.000239194,0.0000182846,0.00001473719,0.0001160652,0.000005207623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964585,0.0007209528,0.000279078,0.0001175116,0.00002419468,0.00007827485,0.0009774367,0.00001535906,0.001328671],"genre_scores_gemma":[0.9985976,0.0001705551,0.0004486443,0.00003327618,0.00001336375,0.00005675074,0.000553726,0.000001682921,0.0001245686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003927699,"threshold_uncertainty_score":0.007809699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09584359637628095,"score_gpt":0.5135579580699937,"score_spread":0.4177143616937128,"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."}}