{"id":"W2559909819","doi":"10.18535/jmscr/v4i12.35","title":"Withering Syphilis Management","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Science And clinical Research","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Syphilis; Virology; Human immunodeficiency virus (HIV)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02532426,0.000056824,0.0002511269,0.0002109321,0.0001266681,0.00003885831,0.0003679525,0.00008029542,0.0004477455],"category_scores_gemma":[0.01015076,0.00002408204,0.00008660608,0.0004913404,0.001906496,0.0001342968,0.0002410834,0.0003989277,0.00003500476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261666,"about_ca_system_score_gemma":0.0006612399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007694931,"about_ca_topic_score_gemma":0.000003290555,"domain_scores_codex":[0.9933,0.0001077459,0.0005330131,0.0002123522,0.005491493,0.0003554536],"domain_scores_gemma":[0.9963816,0.001409901,0.00008299583,0.0001893278,0.0006979954,0.001238175],"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":[0.0001224409,0.0005342821,0.1213028,0.00001537414,0.00005957823,0.0007220689,0.0000230844,6.581781e-9,0.00009360376,0.001724809,0.002359981,0.873042],"study_design_scores_gemma":[0.007089859,0.004913758,0.9133628,0.002643718,0.0000871864,0.0005745604,0.0007064826,0.00004531338,0.0005155604,0.002569946,0.06738789,0.0001029083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164754,0.0004582385,0.00005412626,0.07914945,0.0001779383,0.0001214412,2.667642e-7,0.000003876253,0.003559281],"genre_scores_gemma":[0.9853758,0.01318255,0.000240951,0.000564231,0.0003837376,0.000002938747,2.372702e-8,0.000004091215,0.0002457281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8729391,"threshold_uncertainty_score":0.9981872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3032175835816179,"score_gpt":0.5855341382255185,"score_spread":0.2823165546439006,"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."}}