{"id":"W4407041312","doi":"10.14232/phd.12287","title":"Quality of life and pain management of patients with hip and knee osteoarthritis","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Physical therapy; Medicine; Hip pain; Quality of life (healthcare); Pain management; Knee pain; Physical medicine and rehabilitation; Alternative medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004965485,0.0001365283,0.0002118276,0.0003966775,0.0003920937,0.0005712194,0.0001547411,0.0002767665,0.004662128],"category_scores_gemma":[0.002565362,0.00007177227,0.0002322606,0.0004962263,0.000210746,0.0002329905,0.0003904683,0.0004446424,0.0003139192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402935,"about_ca_system_score_gemma":0.0003826992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813666,"about_ca_topic_score_gemma":0.005120495,"domain_scores_codex":[0.9996738,0.00008818001,0.0000336116,0.00002605011,0.0001126445,0.00006573863],"domain_scores_gemma":[0.9990373,0.0001253489,0.0004539878,0.00001405319,0.0001204525,0.0002489556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001262631,0.0002960534,0.9843047,0.0001229089,0.0001128879,0.00006706858,0.0006201359,0.00005022246,0.0001529701,0.00003306453,0.0008006882,0.01331294],"study_design_scores_gemma":[0.00001343361,0.0001533079,0.9987458,0.00002731731,0.00001899336,0.0001269386,0.0003362119,0.00004055335,0.00001775137,0.00002276321,0.0004941013,0.000002886828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941092,0.002609893,0.00003322463,0.0006015458,0.00001971929,0.00002303711,0.0003784573,0.000002700014,0.002222336],"genre_scores_gemma":[0.9985439,0.0007074886,0.00007099113,0.0001242813,0.00001337037,0.00001074007,0.0002086549,6.924557e-7,0.000319995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004662128,"threshold_uncertainty_score":0.01559639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011011816319577,"score_gpt":0.2545007931190725,"score_spread":0.2443906749558767,"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."}}