{"id":"W3012837403","doi":"10.1186/s12877-020-1483-6","title":"Associations with rates of falls among home care clients in Ontario, Canada: a population-based, cross-sectional study","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; Polypharmacy; Activities of daily living; Health care; Gerontology; Poison control; Accidental; Occupational safety and health; Injury prevention; Rehabilitation; Lightheadedness; Population; Cross-sectional study; Geriatrics; Environmental health; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002901961,0.0001351882,0.0002919381,0.00009038912,0.0003091544,0.00001507858,0.0001343111,0.0001431863,0.00004224257],"category_scores_gemma":[0.0001544156,0.0001289997,0.00004992153,0.0005041578,0.00001365195,0.0001126781,0.0000415846,0.0004154712,0.000005933941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163751,"about_ca_system_score_gemma":0.00346929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9587346,"about_ca_topic_score_gemma":0.9982622,"domain_scores_codex":[0.9980061,0.0002799043,0.0007023781,0.0002817014,0.0004457718,0.0002841483],"domain_scores_gemma":[0.9986696,0.000247947,0.000498644,0.0001552551,0.0003222482,0.0001063235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007681275,0.0002101702,0.9968628,0.00009949986,0.00001620172,0.000002105491,0.0020677,0.0004833836,0.000005484847,0.00002343946,0.000147971,0.000004473246],"study_design_scores_gemma":[0.002456265,0.0001055851,0.9953075,0.00002295144,0.00002390703,4.541087e-8,0.001730836,0.0001668171,2.226517e-7,0.00001465982,0.00003872497,0.000132463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978979,0.00002986615,0.00009340505,0.00002000138,0.000432192,0.00108642,0.0002030845,0.00002700891,0.0002101449],"genre_scores_gemma":[0.9986202,0.00000111193,0.0002493915,0.0001053368,0.0001121856,0.00009261104,0.0005878233,0.0000182102,0.0002131518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03952752,"threshold_uncertainty_score":0.6154372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832903752837839,"score_gpt":0.3329238726978344,"score_spread":0.294594835169456,"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."}}