{"id":"W3205553071","doi":"10.1136/bmj.l4159","title":"Syphilis","year":2019,"lang":"de","type":"article","venue":"BMJ","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Ottawa Public Health; University of Ottawa","funders":"","keywords":"Syphilis; Treponema; Medicine; Sex organ; Infectivity; Sexual contact; Primary Syphilis; Immunology; Dermatology; Gynecology; Human immunodeficiency virus (HIV); Biology; Virus","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000237582,0.0002134676,0.0004135197,0.00007507098,0.00003732993,0.00002972232,0.00009696333,0.0001438025,0.007788874],"category_scores_gemma":[0.0001067668,0.0001715163,0.0002018467,0.0001418207,0.00003594265,0.00004826715,0.00006083196,0.0001410653,0.06840747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249422,"about_ca_system_score_gemma":0.0001242604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009992535,"about_ca_topic_score_gemma":0.000005198911,"domain_scores_codex":[0.9985345,0.00004743187,0.0003362825,0.0003707917,0.0003546086,0.0003563653],"domain_scores_gemma":[0.9987361,0.0001565819,0.0001032163,0.0007416678,0.00006583533,0.0001965977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001008364,0.00102409,0.6485384,0.0001950683,0.001132929,0.0003056878,0.0004623097,0.000006140026,0.00007556582,0.002157027,0.3244112,0.02159081],"study_design_scores_gemma":[0.003272295,0.0007641684,0.2676921,0.0006141167,0.0008422294,0.00001401157,0.0001533616,0.0001198752,0.001038066,0.0001174194,0.7251244,0.0002480573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7506968,0.0836321,0.000002343667,0.0368787,0.007902965,0.002873234,0.00006221455,0.0001049844,0.1178466],"genre_scores_gemma":[0.9790018,0.00184038,0.0001027423,0.002168995,0.002983899,0.00008201575,0.00007081158,0.00004114503,0.01370822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4007132,"threshold_uncertainty_score":0.9931182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690498815850874,"score_gpt":0.3150152709253493,"score_spread":0.2881102827668405,"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."}}