{"id":"W2060537468","doi":"10.7883/yoken.67.264","title":"Analysis of Bacterial Pathogens Causing Acute Diarrhea on the Basis of Sentinel Surveillance in Shanghai, China, 2006–2011","year":2014,"lang":"en","type":"article","venue":"Japanese Journal of Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Shanghai Municipal Health Bureau","keywords":"Diarrhea; China; Medicine; Acute diarrhea; Virology; Microbiology; Internal medicine; Biology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005434868,0.0005704856,0.0002882347,0.001825289,0.0002806342,0.0003580814,0.0002446206,0.0001683311,0.0003336708],"category_scores_gemma":[0.0006808363,0.0002563692,0.0003823852,0.00149808,0.0002339542,0.0002248488,0.0004004461,0.0001245016,0.00006799293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006898686,"about_ca_system_score_gemma":0.0008645086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03291162,"about_ca_topic_score_gemma":0.04261345,"domain_scores_codex":[0.9996723,0.00004593142,0.00005986092,0.00006605072,0.00008301542,0.00007284938],"domain_scores_gemma":[0.9990951,0.00006202747,0.0003229195,0.00004505516,0.0002572264,0.0002177065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003673404,0.000005536425,0.9973872,0.00002517858,0.00002267011,0.000097736,0.0001117065,0.00006295783,0.001098951,0.000005271238,0.00008206825,0.001063977],"study_design_scores_gemma":[0.00000102653,0.00002267233,0.999532,0.000002264846,0.00001144909,0.00007556931,0.0001014186,0.00007991832,0.00009660688,0.00000124353,0.00007445095,0.00000142007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989669,0.000161165,0.00006869197,0.00001311427,0.000003056995,0.000006154405,0.0006146068,0.000004208378,0.0001620728],"genre_scores_gemma":[0.9978053,0.0001873645,0.0001173939,0.00002041077,0.000005525324,0.000008328831,0.001732626,0.000001406582,0.0001217162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03291162,"threshold_uncertainty_score":0.06544012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180649929641006,"score_gpt":0.2790952554068271,"score_spread":0.267288756110417,"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."}}