{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0001540739,0.0008434656,0.0008916262,0.000657599,0.000637334,0.00006992987,0.0008727945,0.001548402,0.002957842],"category_scores_gemma":[0.0002193612,0.0006885488,0.0005298421,0.0004834788,0.0008879235,0.0002658056,0.00007998405,0.004405695,0.002437953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148932,"about_ca_system_score_gemma":0.0006620422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158706,"about_ca_topic_score_gemma":0.000007840635,"domain_scores_codex":[0.9956256,0.0009056697,0.0006115471,0.001419913,0.0002183781,0.001218937],"domain_scores_gemma":[0.9971114,0.0009052434,0.0001896925,0.001400557,0.0003201746,0.00007296912],"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":[0.0001345389,0.0004639725,0.001080017,0.0002139475,0.001507395,0.0005123055,0.0004112052,0.000005198998,0.006787415,0.00002450116,0.9795312,0.009328324],"study_design_scores_gemma":[0.0009851315,0.0002181872,0.005383781,0.00007912624,0.0002359241,0.0003755788,0.00005535982,8.219803e-7,0.002804853,0.0003540706,0.9887263,0.0007808647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08025167,0.116885,0.001730538,0.7456772,0.01174271,0.005068874,0.009466978,0.003506447,0.02567063],"genre_scores_gemma":[0.1686164,0.008145276,0.0001640605,0.6398275,0.01422167,0.001431486,0.03609065,0.001143572,0.1303594],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1087397,"threshold_uncertainty_score":0.9997478,"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."}}