{"id":"W2090671396","doi":"10.1097/olq.0b013e3181935a90","title":"Punching Above Their Weight","year":2008,"lang":"en","type":"letter","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Asymptomatic; Public health; Disease; Chlamydia trachomatis; Infectious disease (medical specialty); Sex organ; Gynecology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001324796,0.001285208,0.0009760137,0.001460436,0.003254129,0.005848824,0.001563879,0.003624662,0.4893574],"category_scores_gemma":[0.01202117,0.0003826204,0.0009586613,0.0009317869,0.001602754,0.007279626,0.004911741,0.005500779,0.3595729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008990227,"about_ca_system_score_gemma":0.001843229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002054524,"about_ca_topic_score_gemma":0.005380274,"domain_scores_codex":[0.9983949,0.0004237692,0.00007720516,0.0002306721,0.0005730942,0.0003002681],"domain_scores_gemma":[0.9965005,0.0005284402,0.000242522,0.0003794144,0.001281555,0.001067522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003499379,0.00004126565,0.0003623443,0.0001357281,0.000008903385,0.0004276073,0.0004722547,0.00001717698,0.0001560525,0.00419809,0.8868672,0.1072785],"study_design_scores_gemma":[0.000005405105,0.00002527611,0.0002438748,0.000214574,0.000004024459,0.0007015041,0.0007262194,0.00001588462,0.00004887356,0.001388469,0.9966169,0.000008853865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.005154066,0.02308005,0.008433745,0.1095296,0.1107051,0.0004036037,0.001513014,0.002806875,0.7383739],"genre_scores_gemma":[0.01332542,0.0107293,0.003639607,0.06483584,0.01214463,0.0001335924,0.0007867611,0.0008286393,0.8935763],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4893574,"threshold_uncertainty_score":0.7283697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799006909130977,"score_gpt":0.2553146827630889,"score_spread":0.2373246136717791,"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."}}