{"id":"W1559109505","doi":"10.1002/9780470513460.ch4","title":"Seroepidemiology and Molecular Epidemiology of the Chinese Rotavirus","year":2007,"lang":"en","type":"article","venue":"Novartis Foundation symposium","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rotavirus; Virology; Biology; Reoviridae; Virus; Molecular epidemiology; Serology; Outbreak; RNA; Genome; Complementary DNA; Antibody; Genotype; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003157508,0.0001617001,0.0006071964,0.0001247432,0.00008617103,0.000002669044,0.0001350367,0.0001652582,0.0001075855],"category_scores_gemma":[0.003659965,0.0001055415,0.0001452886,0.0003014773,0.0005465691,0.00007496251,0.0001440394,0.000303534,0.00003187888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005707903,"about_ca_system_score_gemma":0.00005349976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001845328,"about_ca_topic_score_gemma":0.00008568782,"domain_scores_codex":[0.9976222,0.0005328645,0.0008280953,0.0003338836,0.0001461467,0.0005368048],"domain_scores_gemma":[0.998558,0.0003821391,0.0002676929,0.000422064,0.0001693461,0.0002007037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003157832,0.00004853974,0.9020976,0.00004373546,0.00005077341,0.00001213813,0.00004363879,0.00001184645,0.09002765,0.002921117,0.0002475815,0.004179616],"study_design_scores_gemma":[0.0009780095,0.0004651679,0.9895677,0.00003926491,0.00002878265,0.0003869242,0.00001821302,0.0003300769,0.001737305,0.002930359,0.003440746,0.00007743962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666766,0.0002693364,0.01589752,0.01489757,0.0002827437,0.0003928369,0.000004684269,0.00002835855,0.001550382],"genre_scores_gemma":[0.992007,0.0001442332,0.002822568,0.004649582,0.0001231432,0.0000144181,0.00002695182,0.00001629047,0.0001958592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08829033,"threshold_uncertainty_score":0.4381584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890788536570406,"score_gpt":0.3617895692043835,"score_spread":0.3328816838386794,"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."}}