{"id":"W4394935858","doi":"10.1136/bmjopen-2023-077907","title":"Cohort profile: Worldwide Collaboration on OsteoArthritis prediCtion for the Hip (World COACH) – an international consortium of prospective cohort studies with individual participant data on hip osteoarthritis","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Interreg; National Center for Chronic Disease Prevention and Health Promotion; National Health and Medical Research Council; European Research Council; Engineering and Physical Sciences Research Council; National Institutes of Health; Interreg Vlaanderen-Nederland; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Medical Research Council; Versus Arthritis; Royal Society; Innovative Medicines Initiative; Centers for Disease Control and Prevention; China Scholarship Council; ZonMw; Dutch Arthritis Society; Association of Schools of Public Health; Arthritis Society; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust","keywords":"Medicine; Osteoarthritis; Prospective cohort study; Cohort; Physical therapy; Cohort study; Femoroacetabular impingement; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.05268588,0.001898062,0.002786136,0.005751743,0.002219531,0.003193785,0.003272583,0.002039589,0.003543264],"category_scores_gemma":[0.09272335,0.0009895877,0.003669947,0.01071185,0.0006468145,0.001327813,0.008347383,0.002358489,0.001365178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211477,"about_ca_system_score_gemma":0.01060694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02125332,"about_ca_topic_score_gemma":0.02424984,"domain_scores_codex":[0.963653,0.01887985,0.006461338,0.004342026,0.005459379,0.001204384],"domain_scores_gemma":[0.8969001,0.01881061,0.02193341,0.02487204,0.03148616,0.005997574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007351191,0.0004319637,0.8262405,0.005892984,0.01148014,0.0004518963,0.001210461,0.001572095,0.002085782,0.004373407,0.07499563,0.06391402],"study_design_scores_gemma":[0.003219352,0.0009280381,0.8936751,0.004894981,0.006487997,0.0009253739,0.00058129,0.002237975,0.000955402,0.002745318,0.08307511,0.0002741434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3281984,0.02014101,0.1085547,0.003437713,0.001987634,0.04954768,0.4683299,0.001875541,0.01792746],"genre_scores_gemma":[0.3113799,0.006468955,0.1095412,0.001820985,0.0007140231,0.08530767,0.4797462,0.0007212299,0.004299854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05268588,"threshold_uncertainty_score":0.2786329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298888136519361,"score_gpt":0.4109987962388706,"score_spread":0.2811099825869345,"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."}}