{"id":"W2003058810","doi":"10.1136/sextrans-2011-050102.32","title":"S8.2 Synergy: public health, clinicians, laboratories and management guidelines","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Public health; Azithromycin; Intensive care medicine; Presentation (obstetrics); Neisseria gonorrhoeae; Disease control; Environmental health; Nursing; Surgery; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001034542,0.0002576309,0.0003246522,0.0005102376,0.000802636,0.00005038628,0.0001883041,0.0002146284,0.0007078583],"category_scores_gemma":[0.0002344813,0.0002421255,0.00007470468,0.000992867,0.0004933827,0.0003656024,0.00005965785,0.0005133705,0.0003582264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000703099,"about_ca_system_score_gemma":0.0002461616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007533759,"about_ca_topic_score_gemma":0.0005678258,"domain_scores_codex":[0.9975846,0.0004615049,0.0006399883,0.0006107086,0.00007542554,0.0006277092],"domain_scores_gemma":[0.998538,0.0001275676,0.0001184363,0.0005553446,0.0005669793,0.0000936329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002393872,0.006948606,0.1537516,0.0006660132,0.00591116,0.00004319353,0.01160807,0.00001982732,0.01702798,0.2179941,0.05021832,0.5355718],"study_design_scores_gemma":[0.001448071,0.001173592,0.1315174,0.00004723501,0.00007732517,0.0001788976,0.002063681,0.000002943489,0.002036713,0.001563768,0.8594156,0.0004748416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8283327,0.01755564,0.04321238,0.02392342,0.007716803,0.00351521,0.0003146149,0.002675334,0.07275387],"genre_scores_gemma":[0.9854718,0.005855948,0.001860809,0.001003019,0.0001281095,0.0003570601,0.0001369894,0.00006542919,0.005120833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8091972,"threshold_uncertainty_score":0.9873593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09807017199480435,"score_gpt":0.34794993863226,"score_spread":0.2498797666374557,"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."}}