{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005024516,0.0001238494,0.0006219682,0.0001367433,0.000182627,0.0001461624,0.0002657517,0.0001214615,0.00005761157],"category_scores_gemma":[0.0006169726,0.0001145666,0.00003394966,0.0002751729,0.00005938142,0.0003777432,0.0004561677,0.0001139292,0.00002035267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002424343,"about_ca_system_score_gemma":0.000085469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02106414,"about_ca_topic_score_gemma":0.02463963,"domain_scores_codex":[0.9987997,0.00005067954,0.0005240225,0.0003330268,0.0000705921,0.0002220034],"domain_scores_gemma":[0.9988659,0.00008826031,0.0002952067,0.0003130577,0.0004227586,0.00001482984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000105218,0.0006832022,0.7609732,0.0007286782,0.0001735978,0.00001357433,0.001777541,0.000002073524,0.0004796522,0.205742,0.01133856,0.0179827],"study_design_scores_gemma":[0.00873861,0.0005256496,0.2894776,0.0009372541,0.0003227204,0.00006803386,0.1185938,0.001703797,0.0005828566,0.028529,0.5495007,0.001020025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904361,0.0004182943,0.0002489979,0.002307552,0.0002875457,0.001664932,0.00001297416,0.00006495303,0.004558661],"genre_scores_gemma":[0.9984406,0.000009399178,0.0006549635,0.0001785705,0.00003803296,0.0002467922,0.0000246892,0.0000172695,0.0003896766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5381622,"threshold_uncertainty_score":0.9931582,"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."}}