{"id":"W4417462116","doi":"10.1097/olq.0000000000002285","title":"Commentary on Methodological Rigor in “Prevalence, Treatment, and Follow-Up for Lymphogranuloma Venereum Serovars of Chlamydia trachomatis Among Gay, Bisexual, and Other Men Who Have Sex With Men Attending Sexually Transmitted Infection Clinics in Alberta, Canada, 2018 to 2022”","year":2025,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lymphogranuloma venereum; Chlamydia trachomatis; Men who have sex with men; Serotype; Sexually transmitted disease; Male Homosexuality; Chlamydia; Chlamydia trachomatis infection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1866573,0.001148649,0.003871259,0.002873188,0.007900598,0.007450029,0.01181243,0.05385109,0.005360138],"category_scores_gemma":[0.552726,0.002451889,0.00639222,0.003655462,0.01241625,0.004836501,0.004624287,0.04874854,0.002024995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02274436,"about_ca_system_score_gemma":0.05128821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1266094,"about_ca_topic_score_gemma":0.1167448,"domain_scores_codex":[0.7923911,0.1200152,0.03697061,0.01114582,0.03319452,0.006282863],"domain_scores_gemma":[0.3469847,0.5437998,0.02382699,0.01005588,0.06717711,0.008155619],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003063578,0.00001920223,0.000970375,0.001757507,0.0003814379,0.0001263838,0.001251546,0.0001425342,0.00006050167,0.00444719,0.983994,0.006542827],"study_design_scores_gemma":[0.002092115,0.0001848599,0.008128638,0.03327409,0.002415613,0.0004747974,0.003666837,0.001740462,0.0007811168,0.02217256,0.9246327,0.0004362549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003710838,0.003956402,0.0002489614,0.937105,0.0566792,0.00006418675,0.0007020425,0.00002591038,0.0008471875],"genre_scores_gemma":[0.004292933,0.0009389236,0.0006975323,0.971315,0.02147852,0.0002988592,0.0001240962,0.00003411366,0.0008199742],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8133428,"threshold_uncertainty_score":0.9871498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707080715721732,"score_gpt":0.341879575823784,"score_spread":0.3048087686665667,"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."}}