{"id":"W2886703266","doi":"10.1016/j.jamda.2018.06.022","title":"An Analysis of Falls and Those who Fall in a Chronic Care Facility","year":2018,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon Health Network; University of New Brunswick","funders":"","keywords":"Medicine; Fall prevention; Balance (ability); Falling (accident); Odds ratio; Injury prevention; Poison control; Cognition; Confidence interval; Occupational safety and health; Geriatrics; Odds; Human factors and ergonomics; Gerontology; Physical therapy; Emergency medicine; Logistic regression; Environmental health; Psychiatry; Internal medicine","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":[0.000655841,0.0003624582,0.0005251396,0.001792881,0.001343265,0.0007734542,0.0005613471,0.001088868,0.00208708],"category_scores_gemma":[0.002923967,0.0003549393,0.001617408,0.002298808,0.0002826664,0.0007977788,0.0008468804,0.0008951413,0.0002681863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009835365,"about_ca_system_score_gemma":0.001436907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03726591,"about_ca_topic_score_gemma":0.04989222,"domain_scores_codex":[0.9990314,0.0002266064,0.0001378693,0.0001480076,0.0002140647,0.0002420631],"domain_scores_gemma":[0.9983872,0.0002984219,0.0005550595,0.00006275909,0.0002783262,0.0004181313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001719254,0.0001100465,0.9988492,0.000005986376,0.00005496617,0.00004429323,0.00005409955,0.00001851053,0.00004103555,0.000009141357,0.00008169957,0.0005591686],"study_design_scores_gemma":[0.000009734461,0.0001623384,0.9989121,0.000004708158,0.00003041435,0.00007691635,0.0006075449,0.0001148614,0.00001015845,0.00001130752,0.00005674264,0.000003148987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992161,0.0001028279,0.00003660144,0.00005542424,0.000005521708,0.000009296283,0.0003024775,0.000001298514,0.0002703443],"genre_scores_gemma":[0.9990869,0.00008762766,0.00005542573,0.00005208623,0.00001230264,0.00001450622,0.000498869,0.000001616197,0.0001908429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03726591,"threshold_uncertainty_score":0.07409799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335054943466614,"score_gpt":0.3755594332604847,"score_spread":0.3622088838258186,"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."}}