{"id":"W2907506707","doi":"10.2147/jmdh.s183397","title":"An advanced clinician practitioner in arthritis care can improve access to rheumatology care in community-based practice","year":2019,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Headwaters Health Care Centre; St. Michael's Hospital; William Osler Health System","funders":"Canadian Rheumatology Association; Bristol-Myers Squibb","keywords":"Medicine; Triage; Referral; Cohen's kappa; Kappa; Physical therapy; Rheumatology; Internal medicine; Family medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003972366,0.0001745911,0.0001866472,0.000544428,0.000356478,0.0007939212,0.000468064,0.0007830469,0.008800895],"category_scores_gemma":[0.04503741,0.0001893655,0.0001745139,0.0003554357,0.0003253502,0.0008683612,0.001330852,0.0005528266,0.0007200289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006176617,"about_ca_system_score_gemma":0.002281523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005130243,"about_ca_topic_score_gemma":0.009257633,"domain_scores_codex":[0.9953271,0.002732961,0.0002193167,0.0003261594,0.0009933749,0.0004011466],"domain_scores_gemma":[0.9797125,0.01053937,0.004003084,0.0007137483,0.002172531,0.002858705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004858987,0.001974025,0.8006821,0.0004223297,0.00005960249,0.0006773931,0.0014073,0.0009043341,0.001095632,0.0002364353,0.004045479,0.1880096],"study_design_scores_gemma":[0.0003324006,0.002944112,0.983167,0.000449314,0.00005059789,0.001707172,0.00146272,0.003325968,0.0002334971,0.0003555401,0.005944814,0.00002686967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855763,0.001585927,0.001458933,0.003488178,0.00008371754,0.0002572303,0.0001006348,0.00007474636,0.007374261],"genre_scores_gemma":[0.9965084,0.000396719,0.002230322,0.0003298612,0.00007327679,0.00004188714,0.00004511895,0.000003454681,0.0003709148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008800895,"threshold_uncertainty_score":0.02944195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327314389822366,"score_gpt":0.4129137204852473,"score_spread":0.3896405765870236,"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."}}