{"id":"W2567504049","doi":"10.1093/ofid/ofw172.1126","title":"Investigation of a Gonorrhea Outbreak in an Isolated Northern Alberta Community, 2015","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Health Canada; Public Health Agency of Canada; Alberta Health Services","funders":"","keywords":"Gonorrhea; Medicine; Outbreak; Family medicine; Virology; Human immunodeficiency virus (HIV)","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":[0.0008452172,0.0004824168,0.0002540408,0.001966177,0.003952983,0.00111319,0.001197926,0.0005308778,0.001028773],"category_scores_gemma":[0.001170206,0.0003786002,0.0002061094,0.002013697,0.0008040541,0.0003107551,0.001534613,0.0005418282,0.0001269804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087542,"about_ca_system_score_gemma":0.01640569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8752435,"about_ca_topic_score_gemma":0.9338951,"domain_scores_codex":[0.9992326,0.00007236403,0.00003124883,0.00008140252,0.000363004,0.000219436],"domain_scores_gemma":[0.998989,0.00006562259,0.0001393134,0.0000258997,0.0004459524,0.000334115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002294915,0.0003820785,0.9433462,0.0002598013,0.00004722903,0.006102785,0.0162141,0.0003338843,0.002125775,0.0002524715,0.003376202,0.0273299],"study_design_scores_gemma":[0.00001889713,0.0002280095,0.9684687,0.0001140736,0.00003144553,0.001118356,0.02555332,0.0005925886,0.0002876053,0.0001074881,0.003463732,0.00001576717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936576,0.0005198045,0.0002305591,0.0003044924,0.00001984198,0.0003987818,0.0007036065,0.00002363648,0.004141557],"genre_scores_gemma":[0.9926881,0.00130565,0.001384309,0.000562691,0.00004844863,0.000121726,0.001570487,0.000007017035,0.002311696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1247565,"threshold_uncertainty_score":0.2509823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364366420319014,"score_gpt":0.3044847954389663,"score_spread":0.2808411312357761,"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."}}