{"id":"W3195214907","doi":"10.17605/osf.io/ywspb","title":"Protocol for a scoping review of triage approaches for patient referrals from primary to rheumatology care.","year":2020,"lang":"en","type":"review","venue":"OSF Preprints (OSF Preprints)","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Triage; Medicine; Protocol (science); Primary care; Rheumatology; Patient care; Physical therapy; Internal medicine; Medical emergency; Alternative medicine; Family medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00291012,0.0007559061,0.004637829,0.0004187843,0.0001699639,0.0001035251,0.001582897,0.0007529357,0.01026588],"category_scores_gemma":[0.007285334,0.0006966699,0.001059264,0.00055092,0.00007873351,0.0002518724,0.002211997,0.0004736769,0.03561049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582445,"about_ca_system_score_gemma":0.0008056058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006205891,"about_ca_topic_score_gemma":0.00008323893,"domain_scores_codex":[0.9927714,0.0003326708,0.003054946,0.002840715,0.0003547292,0.0006455756],"domain_scores_gemma":[0.9927874,0.0008777393,0.002803084,0.00307158,0.0003767069,0.0000835332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006536076,0.00006591441,0.00001571011,0.4771992,0.0001345136,0.00000216422,0.00006588924,7.650087e-7,0.000001034957,0.001293781,0.005382114,0.5157736],"study_design_scores_gemma":[0.0005405419,0.000003715223,0.000001832309,0.2658934,0.0002830377,0.000004729412,0.0000420633,0.000008823902,0.000007957292,0.0003761889,0.732424,0.0004137124],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000005439139,0.09943591,0.003511983,0.0007428483,0.0005633432,0.8364021,0.0002440672,0.0003983925,0.05869593],"genre_scores_gemma":[0.00000358997,0.2644299,0.003525255,0.000608872,0.0002635479,0.7301645,0.0004005155,0.0001593725,0.0004444323],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7270419,"threshold_uncertainty_score":0.9995484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442228829123572,"score_gpt":0.3716721642782232,"score_spread":0.2274492813658661,"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."}}