{"id":"W4401920643","doi":"10.1192/j.eurpsy.2024.870","title":"Quality of Life Assessment in Patients with Knee Osteoarthritis","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Quality of life (healthcare); Medicine; Physical therapy; Quality (philosophy); Physical medicine and rehabilitation; Alternative medicine; Pathology; Philosophy; Nursing","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":[0.0002269541,0.000153019,0.0002757854,0.0001382615,0.00002265801,0.00002021575,0.00005215088,0.00003067799,0.0001473073],"category_scores_gemma":[0.00001264264,0.0001213608,0.0000845293,0.0002192844,0.00003598283,0.00008203078,0.00002880829,0.0002000326,0.00009890675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003116116,"about_ca_system_score_gemma":0.0001812674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005795103,"about_ca_topic_score_gemma":0.0000404887,"domain_scores_codex":[0.9986995,0.0001335362,0.000390783,0.0002873235,0.0003021585,0.0001867254],"domain_scores_gemma":[0.9994671,0.00001999009,0.00006258961,0.0002855283,0.00004224913,0.0001225645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004664375,0.0006813905,0.9346993,0.0002885103,0.00005791329,0.00005510152,0.0002920732,7.217827e-7,0.0001566263,0.005245433,0.0004458784,0.05761061],"study_design_scores_gemma":[0.01038489,0.006708304,0.9789809,0.001577998,0.00004859278,0.000004491806,0.0002509262,0.00000163923,0.0000240236,0.0001303489,0.001709661,0.0001782012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541103,0.001620083,0.00002485454,0.0003084796,0.0008400487,0.0004330678,0.0000332535,0.00009216333,0.04253777],"genre_scores_gemma":[0.9957962,0.000005777605,0.003193844,0.0002511135,0.0001481932,0.000008030618,0.00008171728,0.00004992319,0.0004651682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05743241,"threshold_uncertainty_score":0.4948949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084231231702908,"score_gpt":0.2698110510466096,"score_spread":0.2589687387295805,"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."}}