{"id":"W4320811193","doi":"10.58739/jcbs/v06i3.9","title":"Syphilis: To Get Unstuck","year":2016,"lang":"en","type":"article","venue":"JOURNAL OF CLINICAL AND BIOMEDICAL SCIENCES","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Treponema; Syphilis; Chancre; Medicine; Neurosyphilis; Dermatology; Pathology; Primary Syphilis; Virology; Serology; Immunology; Human immunodeficiency virus (HIV); Antibody","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":[0.002203319,0.00007459223,0.0004174648,0.0001026411,0.00005863069,0.00001899697,0.0001299603,0.00007720842,0.0002528656],"category_scores_gemma":[0.001995873,0.0000269092,0.0001592777,0.0002397224,0.001008235,0.00008366464,0.00005177479,0.00009277779,0.0000304077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001005796,"about_ca_system_score_gemma":0.0001704244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005041636,"about_ca_topic_score_gemma":0.000002326066,"domain_scores_codex":[0.9981681,0.00005339096,0.0007771305,0.0001754397,0.0006482737,0.0001776877],"domain_scores_gemma":[0.998089,0.0007547858,0.0001753446,0.00006971668,0.00009737249,0.0008137852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001236098,0.0006799973,0.4265544,0.000006527751,0.00005559952,0.0001192248,0.00002861065,2.502968e-8,0.0002536768,0.0003385614,0.01246036,0.5593793],"study_design_scores_gemma":[0.002667164,0.008212194,0.7563833,0.0004484257,0.0000874188,0.0003138855,0.0000719939,0.00000421412,0.0002106305,0.001884406,0.2296366,0.00007974325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8775294,0.000406018,0.0001139151,0.1209011,0.0004278673,0.00006656175,0.000002610933,0.000005202974,0.0005473591],"genre_scores_gemma":[0.9933973,0.00107661,0.001568782,0.00285819,0.0009626622,0.000001192747,1.289001e-7,0.000002222269,0.0001329219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5592996,"threshold_uncertainty_score":0.3714884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121702816538978,"score_gpt":0.4490730165747852,"score_spread":0.3369027349208873,"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."}}