{"id":"W2315547587","doi":"10.1136/sextrans-2011-050108.172","title":"P1-S4.28 Survey of methodology used for the identification and antimicrobial susceptibility testing of<i>Neisseria gonorrhoeae</i>in Latin America and the Caribbean","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 Saskatchewan","funders":"","keywords":"Neisseria gonorrhoeae; Medicine; Latin Americans; Antimicrobial; Microbiology; Biology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004376099,0.000231701,0.0001808844,0.001499612,0.0008227767,0.0008351312,0.0004912051,0.0004313611,0.01677572],"category_scores_gemma":[0.008218993,0.0001951628,0.0002177725,0.002056269,0.0002704162,0.0005781245,0.0009955377,0.0002799568,0.003116476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616505,"about_ca_system_score_gemma":0.003305398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03270254,"about_ca_topic_score_gemma":0.02361849,"domain_scores_codex":[0.9973483,0.001262826,0.0002686392,0.0001301328,0.0007237648,0.0002661637],"domain_scores_gemma":[0.9903107,0.001950682,0.001660991,0.0004335681,0.004598058,0.001045928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002084014,0.0003619583,0.7559678,0.002382122,0.00003619905,0.000845146,0.01020729,0.0001910548,0.006614149,0.0006838101,0.05558976,0.1669123],"study_design_scores_gemma":[0.00002564448,0.000549525,0.8357458,0.0008925597,0.00001174749,0.0005788439,0.01546436,0.0002005129,0.001531406,0.00006518272,0.1449112,0.00002335787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7909359,0.002793769,0.001549443,0.00701349,0.0001535575,0.003586526,0.04299391,0.0002962614,0.1506771],"genre_scores_gemma":[0.9344726,0.004011626,0.004741976,0.001945023,0.00008023385,0.003270471,0.0194112,0.0001002921,0.03196663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03270254,"threshold_uncertainty_score":0.06502438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077262593239289,"score_gpt":0.3306511663725962,"score_spread":0.2229249070486673,"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."}}