{"id":"W2174027987","doi":"10.4055/cios.2015.7.4.449","title":"Analyzing the History of Falls in Patients with Severe Knee Osteoarthritis","year":2015,"lang":"en","type":"article","venue":"Clinics in Orthopedic Surgery","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; WOMAC; Physical therapy; Knee pain; Observational study; Timed Up and Go test; Quality of life (healthcare); Injury prevention; Fear of falling; Poison control; Balance (ability); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001205156,0.0001742624,0.0005928341,0.0002953117,0.00001482349,0.000004184233,0.0000642571,0.0001356399,0.00006036377],"category_scores_gemma":[0.0006319283,0.0001247151,0.0001264642,0.0003414268,0.0001656702,0.0001109122,0.00004597928,0.0002964029,0.0000161826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757932,"about_ca_system_score_gemma":0.0007980195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003447676,"about_ca_topic_score_gemma":0.0002582196,"domain_scores_codex":[0.9982237,0.0001384656,0.0006987193,0.0002778459,0.0003699634,0.0002912793],"domain_scores_gemma":[0.9984017,0.0006342619,0.0002325162,0.0004170811,0.0001670807,0.0001473428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005228425,0.0002835821,0.8063169,0.00002145669,0.00001453497,0.000118621,0.0004679622,0.000002800257,8.62274e-7,0.00001777784,0.0007108318,0.1915218],"study_design_scores_gemma":[0.04363285,0.009998912,0.8558442,0.003636481,0.0003636676,0.00007872751,0.002465313,0.00002619775,0.00002588256,0.0003552901,0.08261411,0.0009583665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991427,0.003824136,0.000004532847,0.00006663496,0.001339687,0.0004807193,0.000009082553,0.00002285972,0.002825338],"genre_scores_gemma":[0.9975237,0.0001716555,0.0001793044,0.000234286,0.00008706819,0.00003917445,0.00007738206,0.00003342957,0.001653955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1905634,"threshold_uncertainty_score":0.5085734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324384840038982,"score_gpt":0.2583323429287629,"score_spread":0.2258938589248647,"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."}}