{"id":"W3023691376","doi":"10.1136/sextrans-2019-sti.431","title":"P320 Incentive testing and treatment for STBBI in hard to reach populations in edmonton, alberta, canada","year":2019,"lang":"en","type":"article","venue":"Poster presentations","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Syphilis; Medicine; Gonorrhea; Outreach; Chlamydia; Family medicine; Demography; Human immunodeficiency virus (HIV); Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.00003588806,0.000106867,0.0001903433,0.0001267773,0.00003913734,0.00001837462,0.00002653124,0.00002531192,0.00002780312],"category_scores_gemma":[0.0001529279,0.00009305464,0.00002392261,0.0001892723,0.000007470077,0.00007652132,0.00002032507,0.00003447726,0.000006828097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544699,"about_ca_system_score_gemma":0.0001646171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8267897,"about_ca_topic_score_gemma":0.9597185,"domain_scores_codex":[0.9992278,0.00002441538,0.0002208452,0.0002413299,0.0001003495,0.0001852451],"domain_scores_gemma":[0.9992076,0.00044101,0.00003452108,0.0001568445,0.00006123055,0.00009875949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003955324,0.0002345706,0.9949513,0.00001195345,0.00002671633,0.0000075468,0.001424017,0.00008666138,0.0001057499,0.0001104199,0.0004642018,0.00253733],"study_design_scores_gemma":[0.002518257,0.0002429766,0.9950841,0.00007873765,0.00004646098,0.000004661516,0.000467536,0.0003681606,0.0002781851,0.0000751679,0.000754939,0.00008078638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896668,0.00006335884,0.000006324926,0.005777965,0.00008298091,0.00214473,0.00005930724,0.000006603696,0.002191928],"genre_scores_gemma":[0.9958362,0.000004871365,0.001521652,0.0003418943,0.0000277144,0.0006592669,0.0001356502,0.00001301501,0.001459717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1329288,"threshold_uncertainty_score":0.3794658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09067504571792791,"score_gpt":0.347631000512642,"score_spread":0.2569559547947141,"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."}}