{"id":"W3156209959","doi":"10.1503/cmaj.210604","title":"Benefits of opportunistic screening for sexually transmitted infections in primary care","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of Toronto; University of British Columbia; St. Michael's Hospital","funders":"","keywords":"Gonorrhea; Syphilis; Chlamydia; Medicine; Primary care; Men who have sex with men; Family medicine; Immunology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001248593,0.0002474477,0.0004451482,0.0006834672,0.001010785,0.0009388425,0.0005055392,0.001772869,0.02467636],"category_scores_gemma":[0.01492194,0.0001757841,0.001018062,0.0007291026,0.0003502809,0.0008370636,0.001188839,0.001165058,0.0009222417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393792,"about_ca_system_score_gemma":0.002822672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0302725,"about_ca_topic_score_gemma":0.05405748,"domain_scores_codex":[0.9982152,0.0008035173,0.00009678501,0.0001185502,0.0003743233,0.0003916878],"domain_scores_gemma":[0.9920053,0.00247521,0.001419335,0.0002349891,0.0006645519,0.003200661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002354657,0.002403683,0.5183768,0.001483609,0.0004591584,0.0008942557,0.0003870523,0.0007079855,0.0002572898,0.002538955,0.07727381,0.3928627],"study_design_scores_gemma":[0.0006147346,0.001721783,0.9711737,0.001685133,0.0006661595,0.001251136,0.0007457268,0.001046594,0.00009771611,0.002787414,0.01816935,0.00004054949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5957094,0.05671293,0.0006010766,0.1681115,0.002034,0.0005182781,0.01319629,0.0002224077,0.1628941],"genre_scores_gemma":[0.9740748,0.009149084,0.0006191905,0.009109753,0.002200935,0.0001019409,0.001423485,0.00001219246,0.003308626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0302725,"threshold_uncertainty_score":0.08255064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022792479703915,"score_gpt":0.2795737324331588,"score_spread":0.2567812527292437,"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."}}