{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428314,0.0005090059,0.0003774288,0.001311983,0.0002183821,0.0009374379,0.0003648745,0.0007734832,0.002758939],"category_scores_gemma":[0.01314996,0.0001993695,0.0002889727,0.0009154956,0.0007881694,0.0006742654,0.0006723691,0.0008695829,0.000385825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313505,"about_ca_system_score_gemma":0.0003585053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187813,"about_ca_topic_score_gemma":0.001182609,"domain_scores_codex":[0.9988035,0.0005103896,0.00009033725,0.0001391852,0.0003230655,0.0001335407],"domain_scores_gemma":[0.9929564,0.002429697,0.003158993,0.0002080791,0.0006421945,0.0006045743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002070755,0.00005222424,0.9914978,0.00004028617,0.00002165526,0.00009357055,0.00002922867,0.00003886188,0.0006008778,0.00002173914,0.0001198183,0.0072768],"study_design_scores_gemma":[0.00002530077,0.00052464,0.993846,0.00007137666,0.00007256556,0.002884334,0.0002635782,0.000900006,0.0007179666,0.000113604,0.0005658371,0.00001469901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920815,0.003278155,0.001462891,0.0006237116,0.00008182599,0.00003695552,0.0002898077,0.00003199259,0.002113201],"genre_scores_gemma":[0.9981845,0.0003254296,0.001021614,0.00006646266,0.00008900552,0.000009541528,0.0001062576,0.00000242,0.0001947496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002758939,"threshold_uncertainty_score":0.0092296,"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."}}