{"id":"W4382502250","doi":"10.1002/acr.25179","title":"Strategies to Improve Equitable Access to Early Osteoarthritis Diagnosis and Management: An Updated Review","year":2023,"lang":"en","type":"review","venue":"Arthritis Care & Research","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; West Park Healthcare Centre; University Health Network; Toronto General Hospital; University of Toronto; William Osler Health System; University of Calgary","funders":"Arthritis Society","keywords":"Disadvantaged; Medicine; Psychological intervention; MEDLINE; Family medicine; Gerontology; Physical therapy; Nursing","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":[0.004918525,0.001237318,0.003521859,0.01022861,0.0004845832,0.002612312,0.001558568,0.001742845,0.004692629],"category_scores_gemma":[0.01650239,0.0007311382,0.00334947,0.009395394,0.0006054452,0.003237232,0.001376202,0.001623895,0.0007481053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243058,"about_ca_system_score_gemma":0.009717654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009644021,"about_ca_topic_score_gemma":0.02164838,"domain_scores_codex":[0.9974502,0.0007430835,0.0009108396,0.0002129028,0.0005540398,0.000128913],"domain_scores_gemma":[0.9872873,0.007944564,0.002138139,0.0001597136,0.002248013,0.0002221582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001290586,0.00006546931,0.0005832991,0.4103457,0.00144507,0.00009596724,0.0003327553,0.0002163011,0.0002390848,0.001250205,0.0240818,0.5612153],"study_design_scores_gemma":[0.0001457281,0.0001916486,0.004934253,0.6151276,0.01062449,0.0007324076,0.0005425611,0.0001633393,0.0002487033,0.001337836,0.3658823,0.00006916618],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001312482,0.9987471,0.00007057903,0.0004914701,0.0001680451,0.0000288102,0.00006796406,0.000007169906,0.0002875748],"genre_scores_gemma":[0.0007110273,0.9984087,0.0002958714,0.0003482765,0.0000595553,0.00003635789,0.00005961912,0.000001926166,0.00007871405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01022861,"threshold_uncertainty_score":0.026012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341999149855002,"score_gpt":0.4545721304231792,"score_spread":0.320372215437679,"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."}}