{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006443695,0.0002737495,0.0004381441,0.0004846325,0.0003640486,0.0000617216,0.0002738467,0.0002082966,0.0003838086],"category_scores_gemma":[0.0002526641,0.0002694206,0.0001162778,0.0006765024,0.000233424,0.0003301133,0.00003735124,0.0005907005,0.0002440041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667455,"about_ca_system_score_gemma":0.0001363102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002689135,"about_ca_topic_score_gemma":0.00005373127,"domain_scores_codex":[0.9971313,0.0007487034,0.0005113454,0.0006562679,0.000135992,0.0008163843],"domain_scores_gemma":[0.9985724,0.0006315964,0.00008508383,0.0004932293,0.0001054447,0.0001122248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001638921,0.002312937,0.7382527,0.0009061722,0.0009410213,0.0002300816,0.004605203,0.001913676,0.1111767,0.0104171,0.0003160262,0.1272895],"study_design_scores_gemma":[0.00389121,0.0002328611,0.9825035,0.0002905423,0.00007666365,0.0001178047,0.003190726,0.000328996,0.001888567,0.0001611569,0.006783386,0.0005345333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911899,0.001361265,0.003109233,0.00009210015,0.0003814576,0.0004247412,0.000071364,0.0004038562,0.002966067],"genre_scores_gemma":[0.9990016,0.00003832758,0.00006054765,0.00002740666,0.0001258402,0.0002392218,0.00008620698,0.00004173612,0.0003790626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2442509,"threshold_uncertainty_score":0.9999758,"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."}}