{"id":"W2888229223","doi":"10.2196/11028","title":"Monitoring the Control of Sexually Transmissible Infections and Blood-Borne Viruses: Protocol for the Australian Collaboration for Coordinated Enhanced Sentinel Surveillance (ACCESS)","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Health and Medical Research Council; McGill University; Burnet Institute","keywords":"Timeline; Medicine; Psychological intervention; Disease control; Virology; Infection control; Environmental health; Intensive care medicine; Geography; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1121891,0.002242633,0.002216875,0.004818038,0.005203103,0.003360372,0.005267534,0.003458021,0.01477294],"category_scores_gemma":[0.07287104,0.002336446,0.003290892,0.00463653,0.002230796,0.002421696,0.005524393,0.004234168,0.00466194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01073278,"about_ca_system_score_gemma":0.05769914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0363817,"about_ca_topic_score_gemma":0.04700255,"domain_scores_codex":[0.9382367,0.03743879,0.01198166,0.002625275,0.006423813,0.003293774],"domain_scores_gemma":[0.9153063,0.01084127,0.009671124,0.008713288,0.04986905,0.005599064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01233722,0.009590927,0.07817761,0.04055746,0.001239088,0.002896192,0.03918374,0.0103422,0.01234936,0.02074099,0.3758803,0.396705],"study_design_scores_gemma":[0.006795628,0.006855161,0.2496112,0.01781704,0.0007117428,0.001179805,0.007512379,0.01090589,0.007360383,0.006781729,0.6837931,0.0006759213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008107368,0.0005648426,0.01830052,0.001488992,0.0003718357,0.9501866,0.007558447,0.0003485203,0.01307287],"genre_scores_gemma":[0.01142253,0.0005486244,0.06551856,0.00110222,0.000075214,0.9126737,0.005259183,0.00004810084,0.003351869],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1121891,"threshold_uncertainty_score":0.59332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923365855509349,"score_gpt":0.5480182619997476,"score_spread":0.3556816764488127,"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."}}