{"id":"W4392139084","doi":"10.1186/s12891-024-07286-4","title":"Phenotypes of osteoarthritis-related knee pain and their transition over time: data from the osteoarthritis initiative","year":2024,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada","funders":"National Natural Science Foundation of China","keywords":"Osteoarthritis; Medicine; WOMAC; Physical therapy; Knee pain; Internal medicine; Rheumatology; Body mass index; Pathology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003641796,0.0003133289,0.0005256562,0.00140247,0.0004133904,0.0006153012,0.0007355732,0.0004209428,0.001018631],"category_scores_gemma":[0.0090152,0.0002497092,0.0008195309,0.002558414,0.0002907152,0.0005913493,0.001175177,0.0009058948,0.0002822907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004995091,"about_ca_system_score_gemma":0.0004853483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606025,"about_ca_topic_score_gemma":0.01719635,"domain_scores_codex":[0.9972726,0.0008913642,0.0005051569,0.0004390108,0.0006451503,0.0002467202],"domain_scores_gemma":[0.9912109,0.001320933,0.00509251,0.000637101,0.001159702,0.0005788208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001138302,0.00002461404,0.9981942,0.0000259653,0.00008033989,0.000009716302,0.00007495438,0.00004707357,0.00003999649,0.00001498101,0.0002767493,0.001097558],"study_design_scores_gemma":[0.00001136703,0.00003964283,0.9994152,0.00001217987,0.00002604039,0.00003591161,0.00009672113,0.00007624758,0.00001556684,0.00001895543,0.0002474576,0.000004699002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761916,0.0007692942,0.0004984954,0.0001590081,0.00001217202,0.00009656635,0.02154903,0.00001500175,0.0007086786],"genre_scores_gemma":[0.9821835,0.0002209655,0.0005386287,0.00005057437,0.00001155567,0.000190563,0.01664825,0.000006463698,0.0001494925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01606025,"threshold_uncertainty_score":0.03193355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135683564669662,"score_gpt":0.2486699022072418,"score_spread":0.2351015457402756,"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."}}