{"id":"W1890858795","doi":"10.1017/s0950268815000734","title":"Estimated hospitalizations attributed to norovirus and rotavirus infection in Canada, 2006–2010","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Norovirus; Rotavirus; Acute gastroenteritis; Medicine; Rotavirus gastroenteritis; Rotavirus vaccine; Epidemiology; Pediatrics; Environmental health; Virology; Outbreak; Virus; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129971,0.0001424298,0.0005023699,0.0002156122,0.0000829198,0.000004724056,0.00002094631,0.0001572979,0.00002870733],"category_scores_gemma":[0.007377184,0.0001302463,0.00002517676,0.0002667203,0.00009750269,0.0001156778,0.00005408468,0.0003069965,0.00001872371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003861135,"about_ca_system_score_gemma":0.0002590534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9241426,"about_ca_topic_score_gemma":0.8863553,"domain_scores_codex":[0.9982009,0.0005408435,0.0004311517,0.0003124399,0.00006377071,0.0004508804],"domain_scores_gemma":[0.9990545,0.0001419905,0.00007830907,0.0001276517,0.0001143688,0.0004832073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001809128,0.00003172542,0.975119,0.00001805081,0.00002099791,0.00001325545,0.00001924204,0.0007149262,0.0001362146,0.00009440123,0.01863096,0.005020331],"study_design_scores_gemma":[0.001007154,0.0008307379,0.9864223,0.00004554438,0.00001817662,0.000198385,0.000007573777,0.005438382,0.0000242185,0.0004512399,0.005465062,0.00009121888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857432,0.0003445478,0.00790667,0.005008325,0.0003685585,0.0003722538,0.00001944488,0.00004177949,0.0001952798],"genre_scores_gemma":[0.9947061,0.0009951602,0.0005131494,0.003437235,0.00007638201,0.00006561057,0.0001073301,0.00001052227,0.00008849329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03778731,"threshold_uncertainty_score":0.8831711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07927532259154207,"score_gpt":0.355524928783597,"score_spread":0.276249606192055,"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."}}