{"id":"W1999613122","doi":"10.1136/sti.76.1.46","title":"A new visual indicator of chlamydial cervicitis?","year":2000,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; McMaster University","funders":"","keywords":"Medicine; Cervix; Cervicitis; Vaginal discharge; Chlamydia; Gynecology; Odds ratio; Obstetrics; Chlamydia trachomatis; Endocervix; Chlamydial infection; Diagnostic odds ratio; Internal medicine; Immunology; Receiver operating characteristic; Cancer","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002303405,0.000215071,0.0003164789,0.0004418987,0.0002938166,0.00001885679,0.0002051042,0.000299702,0.0387507],"category_scores_gemma":[0.00005762937,0.0002144732,0.0001567511,0.0008488615,0.0002969037,0.0002260119,0.00001692062,0.0006258856,0.002871882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005251972,"about_ca_system_score_gemma":0.0003854688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384562,"about_ca_topic_score_gemma":0.000162636,"domain_scores_codex":[0.9983135,0.0002477347,0.0004499183,0.0004481849,0.00009042878,0.0004502005],"domain_scores_gemma":[0.9991522,0.0001980173,0.00007278608,0.0003901974,0.000116953,0.00006985951],"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":[0.0003765894,0.002814789,0.02814282,0.00006468395,0.001153097,0.000006536255,0.001961142,0.0001818681,0.5357327,0.00179431,0.00805159,0.4197199],"study_design_scores_gemma":[0.005418993,0.003169316,0.3656151,0.00005449296,0.0002427414,0.0005451593,0.0002600722,0.00001162354,0.2307068,0.001244351,0.3919325,0.0007988984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709699,0.0004405658,0.003307556,0.0003541624,0.0005603567,0.0004874489,0.00004844632,0.0002666231,0.02356498],"genre_scores_gemma":[0.988476,0.0001356576,0.0001446678,0.00007322944,0.0001350104,0.00005376451,0.00009588723,0.00003457283,0.01085117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.418921,"threshold_uncertainty_score":0.9979045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032958777248631,"score_gpt":0.2847810618799473,"score_spread":0.274451474107461,"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."}}