{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005312412,0.000353258,0.0002391331,0.002527573,0.001794377,0.001050696,0.001237538,0.0003663057,0.004244936],"category_scores_gemma":[0.00237393,0.0002563308,0.0001820495,0.002546642,0.0004589223,0.0003213563,0.0008740483,0.0005493372,0.0005473342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008781482,"about_ca_system_score_gemma":0.01090502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8718405,"about_ca_topic_score_gemma":0.9377561,"domain_scores_codex":[0.9990288,0.00008551486,0.00006485223,0.00008987558,0.0003341459,0.0003967157],"domain_scores_gemma":[0.9974688,0.0001705538,0.0006731476,0.00005599701,0.001127317,0.0005041087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002791755,0.00002050728,0.9843187,0.00006014499,0.000009679879,0.000477764,0.0004883176,0.00006820659,0.0003421239,0.00003548843,0.00446052,0.009690581],"study_design_scores_gemma":[0.000002393269,0.00002261132,0.9935073,0.0001105947,0.000005797228,0.0007334036,0.002237505,0.0001991428,0.0001113104,0.00002238235,0.003041444,0.000006186048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777305,0.002163561,0.0003023533,0.001513557,0.00004264541,0.0001630119,0.004640615,0.00006291257,0.0133808],"genre_scores_gemma":[0.9936078,0.001316076,0.0005915263,0.0003869946,0.00001978599,0.00006149724,0.002074881,0.00001323677,0.001928271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1281595,"threshold_uncertainty_score":0.2578284,"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."}}