{"id":"W2597738362","doi":"10.25560/42879","title":"The association between Chlamydia trachomatis and pelvic inflammatory disease: findings from observational studies","year":2014,"lang":"en","type":"dissertation","venue":"Spiral (Imperial College London)","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chlamydia trachomatis; Pelvic inflammatory disease; Observational study; Chlamydia; Association (psychology); Medicine; Gynecology; Internal medicine; Immunology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001097728,0.0004634723,0.0007319822,0.000195678,0.001464233,0.0001463877,0.0003678679,0.0007219266,0.0002239267],"category_scores_gemma":[0.004008058,0.0003739125,0.0002123,0.0002690848,0.0002627301,0.0002854795,0.0001005032,0.001011411,0.0004464674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004695161,"about_ca_system_score_gemma":0.0004086981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001663375,"about_ca_topic_score_gemma":0.0008587132,"domain_scores_codex":[0.9969537,0.0006995295,0.0007558065,0.000747754,0.0002803093,0.0005628531],"domain_scores_gemma":[0.9959642,0.002352455,0.0004968597,0.0004781796,0.0006403392,0.00006799126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002794231,0.000165672,0.8782328,0.0004527994,0.006503142,0.00001828468,0.002010511,0.000003802459,0.0549622,0.01415357,0.03175676,0.008946203],"study_design_scores_gemma":[0.001374079,0.00009661453,0.9525336,0.0001079126,0.0003515841,0.000001385087,0.0003859585,9.385314e-7,0.003427351,0.00300149,0.03832303,0.0003960724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814023,0.01073164,8.010155e-7,0.0004612579,0.004361221,0.001088787,0.0009993259,0.0001026795,0.0008520367],"genre_scores_gemma":[0.962051,0.001126405,0.0000168342,0.00003853296,0.001398796,0.000442743,0.005058997,0.00006969064,0.02979698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07430077,"threshold_uncertainty_score":0.9998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097657611819073,"score_gpt":0.3083997703927731,"score_spread":0.2774231942745823,"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."}}