{"id":"W2316634937","doi":"10.3899/jrheum.151210","title":"Efficacy and Outcome of Rapid Access Rheumatology Consultation: An Office-based Pilot Cohort Study","year":2016,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medizinische Universität Wien","keywords":"Medicine; Rheumatology; Cohort; Internal medicine; Cohort study; Outcome (game theory); Physical therapy; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002705225,0.0005122115,0.0005643129,0.000421331,0.000497705,0.0008755361,0.0004624557,0.0009105557,0.001940513],"category_scores_gemma":[0.007418447,0.0003214065,0.0006989918,0.0004318451,0.0004274631,0.0008780779,0.0004963209,0.0007739574,0.0004400218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179464,"about_ca_system_score_gemma":0.000492965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002358287,"about_ca_topic_score_gemma":0.001573651,"domain_scores_codex":[0.9984327,0.0007337171,0.00009691279,0.0002534633,0.000231485,0.0002517347],"domain_scores_gemma":[0.9944607,0.001690498,0.001776382,0.0004013668,0.0003908248,0.001280219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01749397,0.007304546,0.964886,0.00004806315,0.000257375,0.0003697833,0.0005448369,0.000112399,0.0005568395,0.00002624299,0.0003599916,0.008039949],"study_design_scores_gemma":[0.002289466,0.03479956,0.9610678,0.0000175759,0.0001593724,0.0003773153,0.0004098506,0.000507231,0.0001295495,0.00003226414,0.0001861478,0.00002393758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996092,0.00005543488,0.00002309076,0.00001985037,0.000005585563,0.00004458793,0.00008370377,0.00000227232,0.0001562931],"genre_scores_gemma":[0.99955,0.00004420539,0.0000520023,0.00003145388,0.00002741212,0.00003964273,0.0001372707,0.000001754949,0.0001162968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002705225,"threshold_uncertainty_score":0.01430678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04484078200514514,"score_gpt":0.3472336274867535,"score_spread":0.3023928454816084,"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."}}