{"id":"W2161213631","doi":"10.1002/acr.22413","title":"Visits to Rheumatologists for Arthritis: The Role of Access to Primary Care Physicians, Geographic Availability of Rheumatologists, and Socioeconomic Status","year":2014,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Rheumatology; Poisson regression; Internal medicine; Arthritis; Socioeconomic status; Population; Family medicine; Physical therapy; Inflammatory arthritis; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001454666,0.0002998558,0.001082197,0.0005234081,0.0004667379,0.00015962,0.0006424195,0.0001738531,0.00004464565],"category_scores_gemma":[0.0009024662,0.0002599906,0.0002548784,0.0004895654,0.00123408,0.0002509288,0.0006371992,0.0004875234,0.00003393979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431723,"about_ca_system_score_gemma":0.0004309463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892632,"about_ca_topic_score_gemma":0.003921581,"domain_scores_codex":[0.9957023,0.0005419322,0.0008074127,0.0008100121,0.0008919643,0.001246356],"domain_scores_gemma":[0.9953632,0.001114101,0.0001502704,0.001025665,0.001844174,0.0005026047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006372237,0.0001060272,0.291027,0.0007654129,0.00008546981,0.000004046814,0.00642257,0.000005653645,0.002367763,0.002706272,0.0005167327,0.6953558],"study_design_scores_gemma":[0.01167782,0.00738792,0.7609386,0.00691604,0.00001630219,0.0001089425,0.05115963,0.00007347786,0.03706363,0.006133256,0.1175676,0.0009567172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808308,0.113366,0.00006981495,0.0008547682,0.00007694493,0.002935927,0.0004147455,0.00005263213,0.001398342],"genre_scores_gemma":[0.9491639,0.04922356,0.0004837044,0.0001962326,0.00004039232,0.000705594,0.0001212809,0.00005382245,0.00001148018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6943991,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991017610692512,"score_gpt":0.3242219079590088,"score_spread":0.3043117318520837,"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."}}