{"id":"W4406654791","doi":"10.1016/b978-0-7020-5035-0.00015-1","title":"10.1016/b978-0-7020-5035-0.00015-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":2,"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":[0.00008544757,0.0005783859,0.0008855156,0.0002579259,0.00006943322,0.00003471872,0.0001716775,0.0004131325,0.9988868],"category_scores_gemma":[0.00002362986,0.0005017642,0.0003789058,0.00004815118,0.00006641563,0.00003673756,0.00007278374,0.0003286914,0.9975758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381613,"about_ca_system_score_gemma":0.000124338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002836911,"about_ca_topic_score_gemma":5.480694e-7,"domain_scores_codex":[0.9980389,0.00001206566,0.0004268564,0.0006393758,0.0004970622,0.0003857315],"domain_scores_gemma":[0.9984044,0.00009173222,0.0001108409,0.0008319712,0.0001038733,0.000457128],"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":[0.0001746215,0.0001707297,2.284829e-7,0.00002857127,0.0003567388,0.0002783433,0.00001048292,0.000002136098,0.000001232753,0.00005273522,0.3568131,0.6421111],"study_design_scores_gemma":[0.001017218,0.0009260356,0.00002051258,0.0005668748,0.0006834699,0.00009446665,2.837723e-7,0.000005426885,0.00002483423,0.0001390452,0.9960837,0.0004380991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003566201,0.001543165,1.163622e-7,0.0008335374,0.000006052244,0.0009364245,0.0001482285,0.0001988836,0.99633],"genre_scores_gemma":[0.000007131298,0.000008930311,0.0000661302,0.0002564616,0.000734226,0.00008755634,0.0004383635,0.0001777835,0.9982234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.641673,"threshold_uncertainty_score":0.9997434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511062224775065,"score_gpt":0.2081771911554354,"score_spread":0.1930665689076848,"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."}}