{"id":"W2740623947","doi":"10.1136/sextrans-2017-053264.338","title":"P3.103 New insights into circulating<i>neisseria gonorrhoeae</i>sequence types using non-cultured clinical specimens in british columbia, canada","year":2017,"lang":"en","type":"article","venue":"","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Neisseria gonorrhoeae; Medicine; Neisseria; Microbiology; Virology; Biology; Genetics; Bacteria","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":[0.0008486066,0.000409504,0.000375198,0.003238171,0.002254489,0.002114394,0.0009647554,0.0005109999,0.00660136],"category_scores_gemma":[0.002575026,0.0003917866,0.0004750992,0.006572657,0.0006710392,0.0004291579,0.0008837096,0.0007237794,0.001081061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01570388,"about_ca_system_score_gemma":0.03397379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948014,"about_ca_topic_score_gemma":0.9962768,"domain_scores_codex":[0.9990125,0.00006830836,0.00006835436,0.0001237506,0.0004577964,0.0002693004],"domain_scores_gemma":[0.996637,0.0002628085,0.0002983392,0.00007527458,0.002238696,0.0004878258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003204959,0.000121739,0.814671,0.00107494,0.0001040947,0.001292978,0.005381828,0.0005760688,0.004232183,0.0005828277,0.04380449,0.1278374],"study_design_scores_gemma":[0.000008212879,0.00003445089,0.9798249,0.0003428029,0.00002120382,0.0003254417,0.00272001,0.0004740796,0.0003713808,0.00006103512,0.01579599,0.0000205315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7692954,0.01739226,0.002850468,0.005373652,0.0003048096,0.001015986,0.1358002,0.0003905544,0.06757662],"genre_scores_gemma":[0.9370517,0.01185384,0.005114727,0.001894611,0.0000854758,0.0001794217,0.02728481,0.0001947012,0.01634078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570388,"threshold_uncertainty_score":0.1139402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05434946629477635,"score_gpt":0.3473143726627646,"score_spread":0.2929649063679883,"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."}}