{"id":"W2094737807","doi":"10.1371/journal.pone.0089458","title":"Behavioral and Socioeconomic Risk Factors Associated with Probable Resistance to Ceftriaxone and Resistance to Penicillin and Tetracycline in Neisseria gonorrhoeae in Shanghai","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Public Health Agency of Canada; University of Saskatchewan","funders":"Canadian Institutes of Health Research; University of Saskatchewan","keywords":"Tetracycline; Neisseria gonorrhoeae; Gonorrhea; Ceftriaxone; Penicillin; Antibiotic resistance; Medicine; Microbiology; Spectinomycin; Drug resistance; Odds ratio; Biology; Antibiotics; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007893447,0.000194231,0.000463267,0.0003012597,0.0001486668,0.00004106665,0.000101495,0.0001764161,0.00005067348],"category_scores_gemma":[0.0007335532,0.0001837527,0.00001394305,0.000273916,0.0001725878,0.0001733125,0.00008647561,0.0004690039,0.0000310452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872986,"about_ca_system_score_gemma":0.00004095729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003591139,"about_ca_topic_score_gemma":0.02725676,"domain_scores_codex":[0.9983252,0.000279699,0.0003145192,0.0006330122,0.00003060361,0.0004169958],"domain_scores_gemma":[0.9991204,0.0003430063,0.0001027067,0.0002826904,0.00008504442,0.00006612584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006912201,0.000947615,0.8711897,0.00004010039,0.00009752976,8.572032e-7,0.0008578207,0.000008794424,0.1258296,0.0000855656,0.00005661457,0.0001946226],"study_design_scores_gemma":[0.001896282,0.0004929632,0.9781638,0.0002074941,0.0000484,8.357868e-7,0.0001737779,0.000003442716,0.01796854,0.0002545046,0.0005194503,0.0002705363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973923,0.0007898802,0.00001142741,0.0005132827,0.00002476406,0.0009593798,0.0000565099,0.00002994496,0.0002225125],"genre_scores_gemma":[0.997122,0.0001407824,0.000495174,0.0000269158,0.00001315024,0.0001179441,0.00002523214,0.00002504306,0.002033777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078611,"threshold_uncertainty_score":0.9904932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851573133211839,"score_gpt":0.2680503065964576,"score_spread":0.2295345752643392,"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."}}