{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006557216,0.0002489499,0.0002182523,0.001832351,0.0008726041,0.0008312925,0.0005841648,0.0002495393,0.005060603],"category_scores_gemma":[0.002510007,0.0001189724,0.0003348782,0.002286451,0.0003128215,0.0002933608,0.0003176102,0.0003032601,0.0004638452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01515575,"about_ca_system_score_gemma":0.00736615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9839386,"about_ca_topic_score_gemma":0.9836427,"domain_scores_codex":[0.9993937,0.0001088553,0.00004099188,0.00009533115,0.0002545624,0.0001064662],"domain_scores_gemma":[0.9980087,0.0001846215,0.0004109291,0.00004744002,0.001148345,0.0002000813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004834488,0.00002717113,0.9632627,0.0002100903,0.0001515407,0.0001032773,0.0003654069,0.0006413944,0.000329721,0.0003783168,0.01286469,0.02161733],"study_design_scores_gemma":[0.0000126525,0.00002041098,0.9905557,0.0001209146,0.00003926212,0.0000987508,0.0002600687,0.0009986778,0.00007701157,0.00004902184,0.007755823,0.00001175557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8593097,0.01250312,0.004182502,0.003740229,0.0001523054,0.0004594774,0.08058269,0.0004309179,0.03863908],"genre_scores_gemma":[0.9851747,0.001482068,0.001853951,0.0004892221,0.0000244052,0.0001259815,0.007352408,0.00001555911,0.003481638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01606137,"threshold_uncertainty_score":0.1099632,"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."}}