{"id":"W4382632090","doi":"10.1186/s12891-023-06662-w","title":"Effect of osteoarthritis and its surgical treatment on patients’ quality of life: a longitudinal study","year":2023,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Szegedi Tudományegyetem","keywords":"Medicine; WOMAC; Osteoarthritis; Quality of life (healthcare); Physical therapy; Orthopedic surgery; Population; Rheumatology; Sports medicine; Disease; Internal medicine; Surgery; Alternative medicine; Pathology","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":[0.000347617,0.0002892337,0.0007674284,0.0001903831,0.00006226898,0.000005965885,0.00005196833,0.00008770147,0.00006699454],"category_scores_gemma":[0.0002396971,0.0002170253,0.0003773416,0.0003214242,0.00007891731,0.00005629049,0.00005091872,0.00007288725,0.00003592311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003315706,"about_ca_system_score_gemma":0.00004751727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008010824,"about_ca_topic_score_gemma":0.0003406715,"domain_scores_codex":[0.9980191,0.000359379,0.0004638687,0.0004093365,0.0004634894,0.0002848184],"domain_scores_gemma":[0.9988543,0.0004777994,0.0001423122,0.000281758,0.00005965837,0.0001841314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002893408,0.002243817,0.9085528,0.0007257721,0.0001210118,0.00001703372,0.0002452249,0.000002518414,0.0002681747,0.0002264377,0.000009386034,0.08469445],"study_design_scores_gemma":[0.04363347,0.1277291,0.8264421,0.0001586774,0.000297397,0.000001850362,0.0003309564,0.00001017859,0.001094368,0.00002612943,0.00005878986,0.0002169252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962419,0.0004618243,7.542213e-7,0.00002808784,0.0001238991,0.002289696,0.00005912046,0.00007487175,0.0007198547],"genre_scores_gemma":[0.9992564,0.0001542322,0.00001070971,0.000003053448,0.00003039856,0.0001900788,0.0001329465,0.00002911125,0.0001930234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1254853,"threshold_uncertainty_score":0.8850034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581472471389837,"score_gpt":0.3243724868738874,"score_spread":0.298557762159989,"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."}}