{"id":"W4406639508","doi":"10.1016/b978-1-4557-0297-8.00414-6","title":"10.1016/b978-1-4557-0297-8.00414-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Virology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000863673,0.0005749919,0.0008780187,0.0002672045,0.00007008459,0.00003452004,0.0001696346,0.000413835,0.9988092],"category_scores_gemma":[0.0000249977,0.0005006206,0.0003872543,0.00004644773,0.00006664434,0.00003701219,0.00007499021,0.0003277066,0.9974626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002393516,"about_ca_system_score_gemma":0.0001260312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002570312,"about_ca_topic_score_gemma":5.827108e-7,"domain_scores_codex":[0.998052,0.00001193876,0.0004252664,0.0006375297,0.0004875179,0.000385725],"domain_scores_gemma":[0.9984089,0.00009552344,0.0001110357,0.0008384148,0.0001046329,0.000441467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001752635,0.0001738942,2.018537e-7,0.00003136012,0.0003855661,0.0002798133,0.00001102001,0.00000148953,0.000001476809,0.00006068716,0.2366816,0.7621976],"study_design_scores_gemma":[0.001013059,0.0009058395,0.00002325422,0.0005801475,0.0006750184,0.00009652005,2.666017e-7,0.000003827279,0.00002857924,0.0001473192,0.9960893,0.0004368668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002836855,0.001598098,1.259681e-7,0.0008520084,0.000006176211,0.0009270894,0.0001385098,0.0001986235,0.9962766],"genre_scores_gemma":[0.000006452999,0.000009849092,0.00006912505,0.0002605401,0.0007245169,0.00008707198,0.0004155318,0.0001748279,0.9982521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7617608,"threshold_uncertainty_score":0.9997445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483870178848878,"score_gpt":0.2074917362982784,"score_spread":0.1926530345097896,"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."}}