{"id":"W4214488644","doi":"10.14745/ccdr.v48i23a03","title":"Characterizing female infectious syphilis cases in British Columbia to identify opportunities for optimization of care","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"British Columbia Centre for Disease Control","keywords":"Syphilis; Medicine; Congenital syphilis; Mental illness; Demography; Incidence (geometry); Transactional sex; Psychiatry; Mental health; Human immunodeficiency virus (HIV); Family medicine; Environmental health; Population","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":[0.0001835132,0.00009330316,0.0003884578,0.00007208892,0.0003068232,0.0000549748,0.0001249107,0.00002054457,0.0002812214],"category_scores_gemma":[0.0003686889,0.0001561827,0.00009955357,0.0002010857,0.00002894546,0.00006459864,0.0001981045,0.00009408823,5.495134e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009089553,"about_ca_system_score_gemma":0.002147506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.853074,"about_ca_topic_score_gemma":0.9449504,"domain_scores_codex":[0.9986843,0.00007556329,0.0004722632,0.0002243082,0.0003327764,0.0002107272],"domain_scores_gemma":[0.9984629,0.0001358146,0.0001825413,0.0006984668,0.0002425337,0.0002777887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001067227,0.0006475748,0.9590959,0.0005759735,0.000143317,0.01928957,0.000341181,0.00803811,0.00002254467,0.000005220677,0.008798842,0.002935017],"study_design_scores_gemma":[0.002207781,0.0005258001,0.9159718,0.0007133751,0.0004523686,0.001609108,0.02067651,0.0003945293,0.00004838609,0.000009146675,0.05699033,0.0004008878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950228,0.001884734,0.00000559324,0.0005748355,0.0001585739,0.001107608,0.0008179557,0.00002533954,0.0004025604],"genre_scores_gemma":[0.9952017,0.0002013395,0.0001097259,0.0006662969,0.0000225374,0.001303283,0.002058347,0.00003057636,0.0004062018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0918764,"threshold_uncertainty_score":0.6368946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05090235944309796,"score_gpt":0.2983225285287844,"score_spread":0.2474201690856865,"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."}}