{"id":"W2586351339","doi":"10.1071/sh16220","title":"2020, sexually transmissible infections and HIV in gay, bisexual and other men who have sex with men","year":2017,"lang":"en","type":"editorial","venue":"Sexual Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"National Institutes of Health","keywords":"Thrush; Gonorrhea; Men who have sex with men; Medicine; Genital warts; Human immunodeficiency virus (HIV); Incidence (geometry); Syphilis; Homosexuality; Demography; Gynecology; Family medicine; Human papilloma virus; Gender studies; Cancer; Internal medicine; Cervical cancer; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001030709,0.0004553855,0.00105535,0.0004579542,0.0004631273,0.000167397,0.0001966387,0.0005470806,0.0002639769],"category_scores_gemma":[0.0003124442,0.000369594,0.00004437031,0.0001636223,0.000388968,0.0001998371,0.00009795494,0.001707747,0.00002360545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002646836,"about_ca_system_score_gemma":0.002511003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01051675,"about_ca_topic_score_gemma":0.01829551,"domain_scores_codex":[0.9965274,0.0002943492,0.0006054672,0.0008560224,0.0008483402,0.0008684049],"domain_scores_gemma":[0.9977271,0.0002954815,0.0002479395,0.0006312017,0.0001716039,0.0009266926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003607076,0.0003765993,0.00572502,0.002013876,0.0001820466,0.00005543723,0.002507942,6.824222e-7,0.00001455281,0.00001621057,0.9702775,0.01846935],"study_design_scores_gemma":[0.004967108,0.01718683,0.001552081,0.001197436,0.00007702857,0.00006648521,0.003056979,0.0009679095,0.00000415959,0.00004381149,0.9704847,0.0003954645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03432971,0.03144244,0.002750885,0.03304344,0.09211146,0.02074482,0.01623919,0.0009019073,0.7684361],"genre_scores_gemma":[0.001218537,0.001643156,0.0002084975,0.0001445152,0.1714738,0.0002288486,0.0009212748,0.0001934665,0.8239679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07936235,"threshold_uncertainty_score":0.9998756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118378977147954,"score_gpt":0.4035568558234249,"score_spread":0.3623730660519454,"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."}}