{"id":"W2157947741","doi":"10.1136/sti.78.4.232","title":"Chlamydia trachomatis diagnostics","year":2002,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Chlamydia trachomatis; Medicine; Chlamydia; Chlamydiaceae; Chlamydia trachomatis infection; Chlamydiales; Virology; Microbiology; Immunology; Biology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002406952,0.0002566216,0.0002694305,0.0004188839,0.0006548701,0.00005130842,0.0002132134,0.0003179819,0.01283286],"category_scores_gemma":[0.00054973,0.0002522738,0.0001432765,0.0008680183,0.0003673077,0.0003117857,0.000024052,0.0009062968,0.007997415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008084404,"about_ca_system_score_gemma":0.00004030841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789732,"about_ca_topic_score_gemma":0.0001036338,"domain_scores_codex":[0.9981596,0.0002903541,0.0003920293,0.0005013514,0.00008259064,0.0005740395],"domain_scores_gemma":[0.9983903,0.0006891412,0.00006534397,0.0005805557,0.0002158373,0.0000588195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006031691,0.01186119,0.2100463,0.0001502829,0.002385734,0.00006110247,0.005915568,0.0004724146,0.3065017,0.0126274,0.145219,0.304699],"study_design_scores_gemma":[0.003339992,0.001001656,0.4647361,0.00004912059,0.0002539694,0.001153216,0.0003493808,0.0001246675,0.0337893,0.001211148,0.492919,0.001072501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180871,0.003863917,0.008152265,0.001185248,0.002178653,0.0008495874,0.0001018531,0.0009569049,0.06462445],"genre_scores_gemma":[0.9880931,0.0009931524,0.000116424,0.0001194075,0.0001219095,0.0002038458,0.00007106771,0.00004576162,0.01023529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3477,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313703760845379,"score_gpt":0.2686735088009756,"score_spread":0.2455364711925218,"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."}}