{"id":"W4391756364","doi":"10.1016/j.joca.2024.02.004","title":"Changing the narrative on osteoarthritis: A call for global action","year":2024,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of British Columbia; University of Toronto","funders":"NIHR School for Primary Care Research; National Health and Medical Research Council; Medical Research Council; Horizon 2020 Framework Programme; University of North Carolina at Chapel Hill; European Research Council; Gillings School of Public Health; Bispebjerg Hospital; University of Oxford; Norges Forskningsråd; Gemeinsame Bundesausschuss; Brandenburgische Technische Universität Cottbus-Senftenberg; Oak Foundation; Versus Arthritis; Diakonhjemmet; Region Sjælland; Syddansk Universitet; National Institute for Health and Care Research; Gentofte Hospital; University of Sydney; University of the West of England; University of Leeds; Keele University; Michael Smith Health Research BC; University of Toronto; Royal College of Surgeons in Ireland; Nestlé Health Science; Parker Institute for Cancer Immunotherapy; Eli Lilly and Company; European Commission; Pfizer; Horizon 2020; Arthritis Australia","keywords":"Call to action; Narrative; Osteoarthritis; Action (physics); Medicine; History; Psychology; Alternative medicine; Business; Linguistics; Philosophy; Advertising; Pathology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220122,0.0002921445,0.0003249611,0.000096405,0.0004416255,0.000217994,0.00005898393,0.0001439458,0.00005887408],"category_scores_gemma":[0.00004566736,0.0002152002,0.0002253486,0.0002775476,0.000116329,0.0001759471,0.0000403979,0.0001752695,0.00005240392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009175301,"about_ca_system_score_gemma":0.00009077007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001819029,"about_ca_topic_score_gemma":0.0002585086,"domain_scores_codex":[0.9983953,0.00005065324,0.0002515815,0.0005166857,0.0002735056,0.0005122717],"domain_scores_gemma":[0.9993222,0.0001255967,0.00004026913,0.0002590941,0.00007174903,0.0001810301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007238276,0.00009133208,0.00008870861,0.0002664514,0.00002705237,0.0005698445,0.00497929,0.00000106964,0.04638093,0.02347832,0.001452991,0.9219402],"study_design_scores_gemma":[0.03727692,0.0840563,0.0002602632,0.0107985,0.001482932,0.006603913,0.04394684,0.0001521489,0.3430704,0.01079675,0.4593295,0.002225544],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753402,0.01254979,0.00009149082,0.002008606,0.001200229,0.001779733,0.0002136788,0.0002677271,0.006548563],"genre_scores_gemma":[0.9937233,0.0002697129,0.0001250729,0.0008114969,0.0006357823,0.0006080859,0.0001012688,0.00004484997,0.003680484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9197146,"threshold_uncertainty_score":0.8775611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666080974107062,"score_gpt":0.2809787589966498,"score_spread":0.2643179492555792,"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."}}