{"id":"W2131563771","doi":"10.1186/1756-0500-7-937","title":"Rheumatoid arthritis prevalence in Quebec","year":2014,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; Université de Montréal; Université Laval; Jewish General Hospital; Canadian Arthritis Patient Alliance; McGill University; Université de Sherbrooke; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Rheumatoid arthritis; Demography; Diagnosis code; Rural area; Medical diagnosis; Latent class model; Epidemiology; Prevalence; Gerontology; Internal medicine; Population; Statistics; Environmental health; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003206745,0.0001604378,0.0003672529,0.0005815923,0.0001877812,0.0001336906,0.0002878512,0.0001074614,0.0007516577],"category_scores_gemma":[0.007656112,0.0001412348,0.00009449681,0.0006385857,0.0005561863,0.0002701486,0.0001617694,0.0007084113,0.0008190463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150134,"about_ca_system_score_gemma":0.0004694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01600674,"about_ca_topic_score_gemma":0.04526055,"domain_scores_codex":[0.9960827,0.0007703684,0.0003689663,0.0004640891,0.00129549,0.001018345],"domain_scores_gemma":[0.9967648,0.001866921,0.00003191679,0.0006183384,0.0003273296,0.0003906903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006466972,0.0004799368,0.6379175,0.0004353227,0.00002829522,0.00009864775,0.0009899455,0.00001225558,0.009953331,0.01117323,0.002588939,0.3356759],"study_design_scores_gemma":[0.01077716,0.001916234,0.7754038,0.006560836,9.081123e-7,0.0002295601,0.0007630683,0.003646688,0.02362661,0.0113419,0.1650795,0.0006536812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753673,0.01576518,0.0003672155,0.002038677,0.0000651615,0.0007410479,0.000005944964,0.00009301476,0.00555642],"genre_scores_gemma":[0.9450006,0.05199593,0.001020766,0.00006221092,0.00009124968,0.0001572762,0.00001028388,0.00003390665,0.001627701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3350222,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06854605223203396,"score_gpt":0.369007119470564,"score_spread":0.30046106723853,"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."}}