{"id":"W2594379112","doi":"10.1097/olq.0000000000000599","title":"Can Social Network Analysis Help Address the High Rates of Bacterial Sexually Transmitted Infections in Saskatchewan?","year":2017,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Ottawa; Saskatchewan Disease Control Laboratory; Health Canada; Regina Qu'Appelle Health Region; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sexually transmitted disease; Gonococcal infection; Sexually active; Gonorrhea; Virology; Syphilis; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005853944,0.0004035614,0.0008287588,0.0004585106,0.00161021,0.0001486143,0.0009116498,0.0003398779,0.001264364],"category_scores_gemma":[0.0003255925,0.0003238629,0.00040064,0.001120411,0.001421909,0.0002963866,0.00008175542,0.0006891916,0.00003051577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007815345,"about_ca_system_score_gemma":0.0006346932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008334693,"about_ca_topic_score_gemma":0.02983977,"domain_scores_codex":[0.9964399,0.001095551,0.0007217041,0.0007451842,0.0001865191,0.0008111878],"domain_scores_gemma":[0.9973674,0.0007269672,0.0003365794,0.001147731,0.0003471179,0.00007421266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003163532,0.005274992,0.8168346,0.0002271717,0.01341409,0.00004513689,0.009280768,0.002460938,0.1127365,0.001338816,0.002609329,0.03261414],"study_design_scores_gemma":[0.002688326,0.0003173671,0.9872416,0.00002483578,0.001427389,0.000008338301,0.001771352,0.00001107422,0.004077804,0.0009059493,0.001133939,0.0003920216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939813,0.0008906598,0.000303135,0.001817829,0.0007841689,0.0008481278,0.001023388,0.0001073348,0.0002440367],"genre_scores_gemma":[0.9977161,0.00006882691,0.00001874342,0.00006311387,0.000334056,0.0002176276,0.0008266149,0.00004365294,0.0007112117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.170407,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837515103609647,"score_gpt":0.3003818169893729,"score_spread":0.2820066659532764,"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."}}