{"id":"W4393951514","doi":"10.1136/sextrans-2023-055988","title":"Minimum inhibitory concentrations of<i>Neisseria gonorrhoeae</i>strains in clients of the Amsterdam sexual health clinic with a Dutch versus an international sexual network","year":2024,"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":"Institute of Infection and Immunity","funders":"","keywords":"Neisseria gonorrhoeae; Medicine; Gonorrhea; Reproductive health; Neisseriaceae; Gynecology; Sexual behavior; Neisseria; Family medicine; Microbiology; Environmental health; Antibiotics; Population; Bacteria; Biology; Clinical psychology","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":[0.0008136635,0.0002699624,0.000396908,0.0003826468,0.0002893757,0.00004181849,0.0003718437,0.000237173,0.0004186474],"category_scores_gemma":[0.000113147,0.0002143569,0.00009901497,0.001534626,0.0007563848,0.0004779193,0.00005206781,0.001004417,0.00005111681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899563,"about_ca_system_score_gemma":0.001217894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008412531,"about_ca_topic_score_gemma":0.004320168,"domain_scores_codex":[0.9970795,0.0007579306,0.000893342,0.0006409307,0.000103718,0.0005245668],"domain_scores_gemma":[0.9983962,0.0004682651,0.000201293,0.0006195624,0.0002558415,0.00005884743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00278897,0.009683991,0.6222795,0.0007004552,0.004597678,0.00001029546,0.02129361,0.01203991,0.2836746,0.007024626,0.003866896,0.03203949],"study_design_scores_gemma":[0.01080755,0.01455387,0.9255919,0.00059864,0.0003318556,0.0003702935,0.0102872,0.0005344838,0.00803219,0.000254721,0.0276042,0.00103304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910548,0.0005003602,0.0007732575,0.0005415163,0.004447552,0.0009239782,0.0002164068,0.0001261464,0.001416035],"genre_scores_gemma":[0.9983875,0.00006791789,0.00007682551,0.00004854081,0.0001826153,0.0001119528,0.0002318386,0.00003973885,0.0008530724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3033125,"threshold_uncertainty_score":0.8741221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875182553828138,"score_gpt":0.3280006533422574,"score_spread":0.299248827803976,"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."}}