{"id":"W2125068716","doi":"10.7326/0003-4819-135-8_part_2-200110161-00010","title":"Quality Indicators for the Management of Osteoarthritis in Vulnerable Elders","year":2001,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; Quality (philosophy); Health care quality; Quality management; Intensive care medicine; Gerontology; Physical therapy; Health care; Alternative medicine; Operations management; Pathology; Management system","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":[0.003319982,0.00009380324,0.0003748701,0.0001706578,0.00002315121,0.000001953413,0.0001519413,0.00004082415,0.0003668206],"category_scores_gemma":[0.002045652,0.00006107375,0.00009669856,0.0002904041,0.0001671577,0.00007061481,0.00004190599,0.0001905491,0.000002377001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001433216,"about_ca_system_score_gemma":0.00002639222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354822,"about_ca_topic_score_gemma":0.0001713116,"domain_scores_codex":[0.9978347,0.00008520183,0.001358522,0.0001555068,0.0003930387,0.0001730049],"domain_scores_gemma":[0.99723,0.001709518,0.0005065214,0.0002687639,0.0002174644,0.00006774536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004063836,0.0003712137,0.1029885,0.000558293,0.0004770876,0.00005400235,0.0007152948,0.00002207415,0.001417468,0.002107654,0.0158668,0.8713578],"study_design_scores_gemma":[0.03596353,0.01105895,0.6482034,0.006996957,0.0007513336,0.0001353788,0.02756429,0.0004464344,0.01900734,0.006202532,0.2432742,0.0003956116],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207699,0.001841691,0.006104934,0.06349423,0.0003799206,0.001060478,0.00001326747,0.00001165119,0.006323896],"genre_scores_gemma":[0.9921292,0.002197973,0.0006269849,0.004415167,0.0001559639,0.00003678509,0.00001317691,0.00001033525,0.0004144346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8709622,"threshold_uncertainty_score":0.4016428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.308214516442727,"score_gpt":0.5447502881559403,"score_spread":0.2365357717132133,"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."}}