{"id":"W3020459094","doi":"10.3399/bjgpopen20x101027","title":"Who cares for syphilis? A cross-sectional study on diagnosis and treatment of syphilis by GPs in Amsterdam, the Netherlands","year":2020,"lang":"en","type":"article","venue":"BJGP Open","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"Syphilis; Global Positioning System; Cross-sectional study; Medicine; Family medicine; Telecommunications; Computer science; Human immunodeficiency virus (HIV); Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001715656,0.0002059496,0.0004877964,0.00004297003,0.000103123,0.0001098723,0.0001685942,0.00006312798,0.00008238691],"category_scores_gemma":[0.00009558035,0.0001216088,0.0001003173,0.0001461615,0.00006774746,0.00007605438,0.0000867301,0.00005831564,0.000004503291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097966,"about_ca_system_score_gemma":0.00004797788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247243,"about_ca_topic_score_gemma":0.0005733148,"domain_scores_codex":[0.99874,0.00007086464,0.0003522414,0.0004310354,0.0002199143,0.0001860156],"domain_scores_gemma":[0.9989535,0.0004929662,0.00009239733,0.0002847413,0.00005844606,0.0001179119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008056064,0.002598026,0.9850773,0.00002297316,0.0002483489,0.00001771983,0.00351571,0.000008693488,0.00002578813,0.00005407836,0.00437487,0.003250848],"study_design_scores_gemma":[0.009789654,0.01028826,0.9665943,0.0000606803,0.0001325314,0.00000391881,0.000854783,0.00005162935,0.001696128,0.00003296044,0.01038127,0.0001138441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886978,0.001201545,0.000001163391,0.004646414,0.00005804209,0.004677562,0.0002279404,0.00001232754,0.000477177],"genre_scores_gemma":[0.9954991,0.000358269,0.00001374009,0.0006942078,0.0001244632,0.003044089,0.00006613202,0.00002484603,0.0001751085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018483,"threshold_uncertainty_score":0.4959064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070735154105935,"score_gpt":0.3837944808850473,"score_spread":0.2767209654744538,"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."}}