{"id":"W1951204070","doi":"10.1186/s12887-015-0407-7","title":"Alberta Provincial Pediatric EnTeric Infection TEam (APPETITE): epidemiology, emerging organisms, and economics","year":2015,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Health; Institute of Health Economics; Women and Children’s Health Research Institute; Provincial Laboratory of Public Health; Alberta Health Services; Stollery Children's Hospital; Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"Alberta Children's Hospital Research Institute; Calgary Laboratory Services; Alberta Children's Hospital Foundation; Alberta Innovates - Health Solutions; Children's Hospital Foundation; Alberta Innovates; University of Calgary","keywords":"Medicine; Delphi method; Epidemiology; Family medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001614509,0.0002427472,0.0006210952,0.0003625382,0.00009780775,0.00001902587,0.0001049703,0.0002315901,0.00003792545],"category_scores_gemma":[0.009274521,0.0002246721,0.0001144745,0.0002989746,0.0001060618,0.0001769963,0.0002289201,0.0003875219,0.0001286948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173863,"about_ca_system_score_gemma":0.0004242501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817368,"about_ca_topic_score_gemma":0.00116526,"domain_scores_codex":[0.9975893,0.0003694874,0.000691184,0.0004992128,0.0001273713,0.0007233966],"domain_scores_gemma":[0.9983116,0.0002951659,0.0002444893,0.0002754559,0.0001359364,0.000737352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002223847,0.00008447457,0.9795618,0.0001722376,0.00001135514,0.000006335958,0.00006086044,0.00003689347,0.00001018187,0.0001127629,0.01839729,0.001323436],"study_design_scores_gemma":[0.005083482,0.002841805,0.9283256,0.00002294373,0.0003308595,0.0008333921,0.0001691931,0.003601681,0.000008567383,0.001235513,0.05702794,0.0005190349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992496,0.001313678,0.002650359,0.001303448,0.0006008717,0.0004496367,0.00001937149,0.00008180758,0.001084864],"genre_scores_gemma":[0.9666112,0.01386332,0.01010485,0.001541764,0.006273512,0.00006481048,0.0001725679,0.00007448476,0.001293469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0512362,"threshold_uncertainty_score":0.9990708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05121379639962211,"score_gpt":0.3192485359866872,"score_spread":0.2680347395870651,"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."}}