{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000802212,0.0001546862,0.0004180296,0.0007491479,0.0003514537,0.001110199,0.0005904678,0.0006969516,0.001302787],"category_scores_gemma":[0.004176978,0.0004921746,0.0003950273,0.002340525,0.0003296162,0.001082303,0.0005776528,0.0004808464,0.0002031221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461764,"about_ca_system_score_gemma":0.0008159653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08854333,"about_ca_topic_score_gemma":0.07252419,"domain_scores_codex":[0.9985411,0.0004898944,0.0002427641,0.0002970631,0.000250353,0.0001788481],"domain_scores_gemma":[0.9978468,0.0005502976,0.001034486,0.00005923435,0.000217261,0.0002918621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003835816,0.00004334669,0.9961334,0.00005760362,0.00007800343,0.0002404403,0.001272706,0.00003948226,0.00007357512,0.00002661027,0.0003754656,0.001620964],"study_design_scores_gemma":[0.000009415828,0.00005467248,0.99643,0.00005394383,0.00002644981,0.0002121466,0.002335651,0.0001241473,0.00001277507,0.00001197511,0.0007245656,0.0000043979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961427,0.001294375,0.00005337425,0.0003173563,0.00001310366,0.00003128371,0.001258524,0.000002657467,0.0008866925],"genre_scores_gemma":[0.9984598,0.0006218481,0.000072639,0.0001201416,0.000009835551,0.00002956196,0.0004842713,0.000002749942,0.0001991745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08854333,"threshold_uncertainty_score":0.1760559,"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."}}