{"id":"W2022777603","doi":"10.1016/j.joca.2009.10.010","title":"Development of a population-based microsimulation model of osteoarthritis in Canada","year":2009,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of Toronto; Statistics Canada; University of British Columbia; Arthritis Research Centre of Canada","funders":"Canadian Institutes of Health Research","keywords":"Microsimulation; Medicine; Population; Demography; Epidemiology; Incidence (geometry); Population health; Health Survey for England; Gerontology; Environmental health; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001005677,0.0001734083,0.0004635563,0.0001340706,0.000047493,0.000007210055,0.000039734,0.00007640579,0.000024889],"category_scores_gemma":[0.00001758308,0.0001838016,0.0000588468,0.0001574922,0.00002272948,0.00007988392,0.00001243629,0.00007462304,6.366232e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409065,"about_ca_system_score_gemma":0.0007118726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008616505,"about_ca_topic_score_gemma":0.4835136,"domain_scores_codex":[0.998594,0.00002141465,0.0006050456,0.00024126,0.0002970647,0.0002412344],"domain_scores_gemma":[0.9994424,0.00002489966,0.000145925,0.0001878698,0.00008328441,0.0001156287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002597915,0.0001154109,0.02865021,0.00008204245,0.000001727679,0.00003939579,0.0003810408,0.0004134375,0.6638087,0.0002352726,0.000005712139,0.3060073],"study_design_scores_gemma":[0.01648639,0.002492067,0.03585854,0.001485077,0.0000686991,0.00003033989,0.0003774477,0.00130764,0.9408914,0.0003805426,0.0001844857,0.0004373691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977376,0.001087744,0.00003404095,0.00006955969,0.00004427374,0.0004628159,0.00005676003,0.00001276262,0.0004944056],"genre_scores_gemma":[0.9937381,0.00001683931,0.00587291,0.0001366545,0.00001127989,0.00001704517,0.0001473429,0.00001396246,0.00004584537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4748971,"threshold_uncertainty_score":0.9979852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036752999358505,"score_gpt":0.22026106745083,"score_spread":0.209893537457245,"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."}}