{"id":"W3089618857","doi":"10.1097/olq.0000000000001287","title":"Survey of Health Care Providers’ Practices and Opinions Regarding Bacterial Sexually Transmitted Infection Testing Among Gay, Bisexual, and Other Men Who Have Sex With Men","year":2020,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; BC Centre for Disease Control; University of British Columbia; Hassle Free Clinic; University of Toronto; Ontario HIV Treatment Network; Women's College Hospital; Maple Leaf Medical Clinic; Toronto Public Health; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Men who have sex with men; Family medicine; Psychological intervention; Health care; Reproductive health; Descriptive statistics; Nursing; Environmental health; Population; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006876112,0.0004411745,0.0007682405,0.0002636984,0.000570783,0.0001336418,0.0001799443,0.000217894,0.00007346943],"category_scores_gemma":[0.001388513,0.0003831716,0.00004603264,0.0006150208,0.0008122391,0.0006851417,0.00005934984,0.0005227614,0.00000382488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006022941,"about_ca_system_score_gemma":0.0007403208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01580375,"about_ca_topic_score_gemma":0.001787701,"domain_scores_codex":[0.995584,0.001895278,0.0006753709,0.001067127,0.0001879843,0.0005901994],"domain_scores_gemma":[0.9971488,0.001204952,0.000591289,0.000381901,0.0004695355,0.0002035656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001535123,0.0004031149,0.9408323,0.001051404,0.0009939292,0.000006542439,0.01241184,0.00005617551,0.02145671,0.00001360808,0.001010519,0.02022874],"study_design_scores_gemma":[0.003657908,0.002920446,0.980733,0.0001472411,0.0002324161,0.00003702127,0.007844284,0.0001750879,0.002240344,0.000007651585,0.001522481,0.0004821421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908081,0.003606978,0.0007940112,0.0009306858,0.00005966853,0.001720204,0.0008866037,0.0002275105,0.0009662575],"genre_scores_gemma":[0.9985963,0.0001040345,0.0001027172,0.0001261262,0.00007456525,0.0001092726,0.0006073923,0.00008171171,0.0001979065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03990069,"threshold_uncertainty_score":0.999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0672700409107232,"score_gpt":0.3390513087172951,"score_spread":0.2717812678065719,"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."}}