{"id":"W2321707339","doi":"10.1136/sextrans-2011-050108.600","title":"P5-S7.05 Chlamydia screening in an international resort community: an outreach program to expand access","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Outreach; Medicine; Family medicine; Cohort; Test (biology); Asymptomatic; Population; Gerontology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001056925,0.0003044277,0.0003167739,0.001215631,0.0007126555,0.000152831,0.0009136051,0.0003370045,0.00110336],"category_scores_gemma":[0.0002165486,0.0003152479,0.00008726776,0.001115895,0.0003030499,0.001743551,0.000137148,0.001816427,0.000176522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015808,"about_ca_system_score_gemma":0.0001368589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009349531,"about_ca_topic_score_gemma":0.01166214,"domain_scores_codex":[0.9969115,0.001203569,0.0005150897,0.0006291193,0.0001131183,0.0006276645],"domain_scores_gemma":[0.9981943,0.0001638636,0.00007907104,0.001023446,0.0004103041,0.0001289762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004776801,0.01166417,0.733166,0.00002185504,0.0004458959,0.00001689549,0.01367657,0.0002118506,0.04758393,0.0005393905,0.000239011,0.1919567],"study_design_scores_gemma":[0.001473549,0.002399614,0.9699998,0.00003667167,0.00003951433,0.0001414334,0.001660674,0.00003583406,0.009975338,0.0002571119,0.01356018,0.0004203058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820583,0.00003479388,0.004310043,0.000225724,0.0008441207,0.001258379,0.00005462603,0.0005750126,0.01063899],"genre_scores_gemma":[0.9967382,0.00002144996,0.0009010138,0.0001394496,0.00008295722,0.0007538567,0.0005218334,0.00005608268,0.0007851616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368338,"threshold_uncertainty_score":0.99993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137342054883243,"score_gpt":0.395062309028104,"score_spread":0.2813281035397798,"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."}}