{"id":"W4377229871","doi":"10.1016/j.joca.2023.04.015","title":"A scoping review of how early-stage knee osteoarthritis has been defined","year":2023,"lang":"en","type":"review","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Toronto","funders":"Canadian Institutes of Health Research; Pfizer; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; AstraZeneca; Eli Lilly and Company","keywords":"Stage (stratigraphy); Medicine; Osteoarthritis; Context (archaeology); Population; Physical therapy; Pathology; Alternative medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01097546,0.002001204,0.007001255,0.01628431,0.0008875157,0.005328861,0.002037995,0.003563946,0.00570048],"category_scores_gemma":[0.02961044,0.0013285,0.005308366,0.01665594,0.001662995,0.004087171,0.003256965,0.00255586,0.0007421428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00413537,"about_ca_system_score_gemma":0.01806564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119472,"about_ca_topic_score_gemma":0.03534443,"domain_scores_codex":[0.9924918,0.002198097,0.003159737,0.0005938048,0.001292851,0.0002638252],"domain_scores_gemma":[0.981131,0.01360671,0.003091065,0.0002718258,0.001616016,0.0002834275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001627439,0.00002557303,0.0003178,0.8635271,0.001938057,0.0001356479,0.0004332314,0.0001000895,0.0002903742,0.001351488,0.006881184,0.1248368],"study_design_scores_gemma":[0.00005140725,0.00005920025,0.0009879812,0.9101155,0.007705941,0.0002738611,0.0002604332,0.00003242456,0.0001064605,0.0006300086,0.07974829,0.00002831504],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007808113,0.999139,0.00005254573,0.0002564818,0.0001526032,0.00003994507,0.00009192575,0.000002241868,0.0001872196],"genre_scores_gemma":[0.0008787526,0.9980452,0.0002864847,0.0004887785,0.00006466136,0.0000709772,0.00006785842,0.000001983914,0.00009517329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01628431,"threshold_uncertainty_score":0.05804443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0548152549791376,"score_gpt":0.3091498334526048,"score_spread":0.2543345784734672,"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."}}