{"id":"W2444625161","doi":"10.1097/olq.0000000000000363","title":"Impact of Introducing Triage Criteria for Express Testing at a Canadian Sexually Transmitted Infection Clinic","year":2015,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Triage; Asymptomatic; Sexually transmitted disease; Sexually active; Family medicine; Emergency medicine; Pediatrics; Internal medicine; Human immunodeficiency virus (HIV); Syphilis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[],"category_scores_codex":[0.0006278929,0.000357331,0.0007060121,0.000681187,0.0002096148,0.00006377092,0.0002008344,0.0001718155,0.001000173],"category_scores_gemma":[0.003335314,0.0003150192,0.0005735866,0.0007444498,0.0001703764,0.0003148911,0.00002120731,0.0002631443,0.0000354233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004906116,"about_ca_system_score_gemma":0.002487035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03723598,"about_ca_topic_score_gemma":0.01723666,"domain_scores_codex":[0.9969065,0.0002762853,0.0008751535,0.0005986647,0.0004922021,0.0008511806],"domain_scores_gemma":[0.9959515,0.0005456826,0.0001526687,0.0005415145,0.000956579,0.001852092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01527904,0.005267909,0.5652654,0.003868604,0.003223547,0.0002907075,0.006892989,0.0002192073,0.1039817,0.00005366745,0.1812727,0.1143846],"study_design_scores_gemma":[0.04109669,0.05756763,0.8601081,0.002174822,0.002944173,0.0002261764,0.00157571,0.01919725,0.00284634,0.0009897794,0.009545028,0.001728319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882599,0.0007219443,0.005371668,0.0003854257,0.0001542373,0.001754313,0.001835943,0.0001692525,0.001347299],"genre_scores_gemma":[0.9940919,0.00002324325,0.001169108,0.0001066502,0.0004286171,0.0002306121,0.0009655579,0.00008364953,0.002900693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2948427,"threshold_uncertainty_score":0.9999302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06876892257723298,"score_gpt":0.3884911213959584,"score_spread":0.3197221988187254,"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."}}