{"id":"W4213436574","doi":"10.1016/b978-0-12-818731-9.00209-3","title":"Sexually Transmitted Diseases","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Gonorrhea; Chlamydia; Syphilis; Medicine; Public health; Reproductive health; Sexually transmitted disease; Men who have sex with men; Immunology; Chancroid; Epidemiology; Human immunodeficiency virus (HIV); Herpes simplex virus; Virology; Environmental health; Virus; Population; Internal medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002772638,0.001087761,0.0004883594,0.001028789,0.000625645,0.001623997,0.0004450618,0.001129639,0.4004958],"category_scores_gemma":[0.000671392,0.000307972,0.0002994239,0.0009783813,0.0003915796,0.0009748897,0.001411015,0.001322908,0.3171997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027796,"about_ca_system_score_gemma":0.0007272779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277618,"about_ca_topic_score_gemma":0.005571628,"domain_scores_codex":[0.9998319,0.00002464375,0.000008394375,0.00003501218,0.00007488694,0.0000251965],"domain_scores_gemma":[0.9998137,0.00004317856,0.00001298742,0.00002553767,0.00005725392,0.00004735891],"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":[0.00001833155,0.00003982643,0.0003384937,0.0002179306,0.000005396603,0.0001215295,0.00009744482,0.0001340187,0.0009081661,0.007294481,0.4084607,0.5823638],"study_design_scores_gemma":[0.000003107891,0.00001479576,0.0004877668,0.0001552166,0.000002096112,0.000194771,0.0000307954,0.00004095183,0.00007919278,0.0008718516,0.9981174,0.000002038166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004613211,0.01190597,0.0008116604,0.001020166,0.00143722,0.00005131383,0.0004088667,0.0002161937,0.9836873],"genre_scores_gemma":[0.001000266,0.004638061,0.0004322254,0.000481409,0.0002272855,0.00002651899,0.000271203,0.00003432506,0.9928887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4004958,"threshold_uncertainty_score":0.85512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837265621569179,"score_gpt":0.2684955758305333,"score_spread":0.2501229196148415,"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."}}