{"id":"W2607327148","doi":"10.1097/olq.0000000000000616","title":"Biological and Behavioral Factors Associated With Positive Chlamydia Retests","year":2017,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Chlamydia; Odds ratio; Confidence interval; Internal medicine; Men who have sex with men; Gynecology; Prospective cohort study; Immunology; Syphilis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001241043,0.0002520427,0.0003068303,0.0001034872,0.000959287,0.0001094932,0.0002765674,0.0002370206,0.0003676439],"category_scores_gemma":[0.0004946672,0.0001776845,0.00006633843,0.0000845765,0.001343561,0.0002834696,0.00005527169,0.000367847,0.00004080809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004171704,"about_ca_system_score_gemma":0.00009978274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001480919,"about_ca_topic_score_gemma":0.00008125708,"domain_scores_codex":[0.998485,0.0002589267,0.0001745199,0.0005648073,0.00007236195,0.0004443888],"domain_scores_gemma":[0.9987975,0.0003086807,0.000116634,0.0005062991,0.0001849241,0.00008595239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003094881,0.0009094613,0.9474403,0.000005640299,0.0003812731,0.00003186262,0.0003268659,6.600702e-7,0.04620086,0.0001009498,0.0000813945,0.004211257],"study_design_scores_gemma":[0.001305775,0.0008631698,0.9886699,0.00003291323,0.0001362077,0.00001261979,0.0002052695,5.236231e-7,0.008263997,0.0001280471,0.0001280498,0.0002535418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972824,0.0008351399,0.00003015705,0.000185367,0.000146334,0.0004072643,0.0004966267,0.0001139312,0.0005027712],"genre_scores_gemma":[0.9988401,0.00004050711,0.000007886424,0.00001974762,0.00002224106,0.00003417142,0.00048836,0.00002219105,0.0005247765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0412296,"threshold_uncertainty_score":0.7378157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05145675757301287,"score_gpt":0.323793072792426,"score_spread":0.2723363152194131,"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."}}