{"id":"W3120635818","doi":"10.9778/cmajo.20200025","title":"A comparison of faxed referrals and eConsult questions for rheumatology referrals: a descriptive study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Queensway-Carleton Hospital; Bruyère; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Rheumatology; Family medicine; Internal medicine; Referral; Descriptive statistics; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004307134,0.0001839983,0.0005053246,0.003597251,0.0004580685,0.001054245,0.0006915682,0.0005840545,0.001684343],"category_scores_gemma":[0.01883633,0.0003071876,0.0004729737,0.003365029,0.0007971871,0.001408877,0.0009357981,0.0004720587,0.0003845698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177292,"about_ca_system_score_gemma":0.001566487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076984,"about_ca_topic_score_gemma":0.01294606,"domain_scores_codex":[0.9949816,0.001410408,0.001121266,0.0005822638,0.001431416,0.0004730819],"domain_scores_gemma":[0.977915,0.01110696,0.007204244,0.0003882909,0.002401116,0.0009843406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002198206,0.0002299799,0.9926971,0.00009035497,0.00002571764,0.0002564276,0.003043447,0.00001847735,0.0002214935,0.00004131445,0.0002190075,0.002936748],"study_design_scores_gemma":[0.00002636334,0.0005871561,0.9807341,0.00005939438,0.00002171623,0.0008532233,0.01673066,0.0002291711,0.0001283196,0.00002291642,0.0005905722,0.00001642324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999059,0.000116351,0.00007310079,0.00004769787,0.000003681202,0.00006505006,0.0002644329,0.000003323435,0.0003673047],"genre_scores_gemma":[0.9987726,0.0001671079,0.0001870836,0.0001298046,0.0000106383,0.0001369983,0.0003892507,0.000005556183,0.000201021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076984,"threshold_uncertainty_score":0.02277857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1903470832463362,"score_gpt":0.4106553495691636,"score_spread":0.2203082663228274,"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."}}