{"id":"W2202459163","doi":"10.1177/0898264315599941","title":"Very Frequent Fallers and Future Fall Injury","year":2015,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Injury prevention; Poison control; Occupational safety and health; Emergency department; Suicide prevention; Fall prevention; Human factors and ergonomics; Medical emergency; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003681035,0.0001658995,0.0001864562,0.001093656,0.0004218853,0.0004537016,0.0003734493,0.0004666854,0.003785502],"category_scores_gemma":[0.0035463,0.0001483714,0.0002708686,0.0006283814,0.0003266615,0.0003860224,0.0004206933,0.000476393,0.0002324414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004008919,"about_ca_system_score_gemma":0.0004811927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0252991,"about_ca_topic_score_gemma":0.04453623,"domain_scores_codex":[0.9996271,0.00004607939,0.00005309384,0.00004529773,0.0001398867,0.00008841317],"domain_scores_gemma":[0.9966496,0.0003726967,0.00199965,0.00005157429,0.0002775656,0.0006489055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002351063,0.00002171945,0.9987671,0.000008266548,0.00001790653,0.00004442907,0.00003676438,0.00001501401,0.00003269194,0.000007490866,0.00006072108,0.0009644274],"study_design_scores_gemma":[0.00000111013,0.00003595122,0.9994447,0.000006218948,0.000006401677,0.0003136686,0.00007402328,0.00002770803,0.00001090802,0.000009936655,0.0000680698,0.000001378531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983289,0.0004890043,0.00005382098,0.0001041368,0.000008233023,0.000005821614,0.0002636936,0.000003657917,0.0007427536],"genre_scores_gemma":[0.9994779,0.0001264084,0.00004948661,0.00001351881,0.0000113201,0.000002249363,0.0001516639,7.41699e-7,0.0001666407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0252991,"threshold_uncertainty_score":0.0503037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05632689770117263,"score_gpt":0.4003583001563267,"score_spread":0.3440314024551541,"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."}}