{"id":"W2029209311","doi":"10.1097/olq.0000000000000153","title":"Scoring System Avoids Chlamydia trachomatis Overscreening in Women Seeking Surgical Abortions","year":2014,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Chlamydia trachomatis; Receiver operating characteristic; Odds ratio; Abortion; Gynecology; Obstetrics; Population; Chlamydia; Retrospective cohort study; Pregnancy; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00634461,0.0006871707,0.0006013328,0.002053996,0.0003744166,0.0007111098,0.0007331015,0.0006208639,0.001451161],"category_scores_gemma":[0.02881661,0.0002429781,0.0007887535,0.00104744,0.0004336838,0.0005463587,0.0009318254,0.0006190458,0.0007424396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004792559,"about_ca_system_score_gemma":0.001036259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391467,"about_ca_topic_score_gemma":0.002807341,"domain_scores_codex":[0.9957491,0.001864553,0.0004384827,0.0002434281,0.00144661,0.0002577648],"domain_scores_gemma":[0.9882284,0.004529706,0.003121334,0.0005702317,0.003059915,0.0004903413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002185105,0.000088343,0.9732497,0.00005319872,0.00004773043,0.00004428739,0.0000912542,0.0004685773,0.0004318233,0.0000873614,0.001225111,0.02399398],"study_design_scores_gemma":[0.00008588965,0.001133853,0.9736093,0.0001117493,0.0001402991,0.0009189022,0.0002726919,0.01907692,0.00163355,0.0003299704,0.002657337,0.00002954437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861902,0.0005444937,0.007571419,0.0004563577,0.0001291101,0.0004138467,0.0005967423,0.0001719162,0.003925916],"genre_scores_gemma":[0.9864792,0.0001715342,0.01180936,0.0001027681,0.00004957197,0.0001659833,0.000703275,0.00001423019,0.0005039766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00634461,"threshold_uncertainty_score":0.03355396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00954097472450886,"score_gpt":0.2565144958931197,"score_spread":0.2469735211686108,"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."}}