{"id":"W1931417789","doi":"10.1111/hiv.12191","title":"<i><scp>S</scp>higella flexneri</i> serotype 1 infections in men who have sex with men in <scp>V</scp>ancouver, <scp>C</scp>anada","year":2015,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Vancouver Coastal Health; AIDS Vancouver; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Shigellosis; Shigella flexneri; Medicine; Serotype; Men who have sex with men; Outbreak; Internal medicine; Shigella; Demography; Virology; Human immunodeficiency virus (HIV); Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001827475,0.0002095947,0.0001398881,0.0007819765,0.0006299069,0.0005851383,0.0003290319,0.0002336432,0.00120859],"category_scores_gemma":[0.0007481813,0.0003400131,0.0001378994,0.0008831565,0.0003641873,0.00018584,0.0003359843,0.0002940384,0.0001678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197952,"about_ca_system_score_gemma":0.001612461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5629444,"about_ca_topic_score_gemma":0.7062492,"domain_scores_codex":[0.999785,0.00002574403,0.0000156152,0.00004175584,0.00006823755,0.0000635859],"domain_scores_gemma":[0.9994349,0.0000447403,0.0001945652,0.00001396278,0.0001433235,0.0001685068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000296501,0.00001356474,0.9984291,0.000008975728,0.000009602791,0.00007554822,0.0001492737,0.00001648773,0.0001793922,0.000002488463,0.0001199858,0.0009658624],"study_design_scores_gemma":[0.000001840045,0.00002884759,0.9992571,0.000006570568,0.000005353125,0.0001690403,0.0003262413,0.0000446586,0.0000588377,0.000001626395,0.00009858781,0.000001144339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992387,0.0001665703,0.00001420821,0.00002717459,0.000002248973,0.000008662046,0.0002312964,0.000002795286,0.0003082724],"genre_scores_gemma":[0.9992907,0.0001632017,0.00003865777,0.00002145862,0.000003727797,0.000004396496,0.0002606262,7.712725e-7,0.0002164662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4370556,"threshold_uncertainty_score":0.879259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455323389924094,"score_gpt":0.2675387174912816,"score_spread":0.2529854835920406,"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."}}