{"id":"W1593050224","doi":"10.1111/j.1447-0594.2012.00908.x","title":"Estimation of functional recovery in patients after hip fracture by Berg Balance Scale regarding the sex, age and comorbidity of participants","year":2012,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Berg Balance Scale; Comorbidity; Balance (ability); Internal medicine; Physical therapy; Hip fracture; Group B; Osteoporosis","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":[0.0004235828,0.0002610133,0.0003284111,0.0005895804,0.000282474,0.0003003325,0.0001582386,0.0002406096,0.001112683],"category_scores_gemma":[0.001481314,0.0001033603,0.0003338477,0.0004351651,0.0001016128,0.0002719056,0.000308669,0.0002245527,0.0001910593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694833,"about_ca_system_score_gemma":0.0001592086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112452,"about_ca_topic_score_gemma":0.003938764,"domain_scores_codex":[0.9997408,0.00004573228,0.00004335369,0.00004146851,0.00007305558,0.00005558973],"domain_scores_gemma":[0.9996809,0.00003554929,0.0001458301,0.00001392615,0.00006133971,0.00006247793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001246873,0.00002966185,0.9982247,0.00000778201,0.00002722334,0.00002935698,0.00004147107,0.00001703059,0.0001265632,0.000002446582,0.00003116627,0.001337898],"study_design_scores_gemma":[0.000003467695,0.0001588561,0.999492,0.000002578688,0.00001367258,0.0001027379,0.0000915882,0.00004974718,0.00002516342,0.000006037211,0.00005245462,0.000001567185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994125,0.0001931764,0.00003727621,0.00001243971,0.000004108723,0.000005842441,0.0001655186,0.000001196358,0.0001680367],"genre_scores_gemma":[0.9995276,0.00006267069,0.00004396224,0.000008470336,0.000004790013,0.000008226119,0.0002414511,3.574565e-7,0.0001026099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002112452,"threshold_uncertainty_score":0.00420028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163404761209962,"score_gpt":0.2869658144809862,"score_spread":0.2653317668688866,"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."}}