{"id":"W4285052493","doi":"10.5281/zenodo.1451908","title":"Acute Rotavirus Diarrhea In Pediatric Patients","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rotavirus; Diarrhea; Medicine; Acute diarrhea; Pediatrics; Virology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000329467,0.000208272,0.0004320269,0.0007661092,0.0005648542,0.0006426408,0.0001982547,0.0005034337,0.004938374],"category_scores_gemma":[0.00181631,0.0002704985,0.0003040365,0.001201323,0.0002334034,0.0006244759,0.0004825849,0.0007404269,0.000819189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375806,"about_ca_system_score_gemma":0.000497209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003459591,"about_ca_topic_score_gemma":0.002492008,"domain_scores_codex":[0.999447,0.0001135668,0.00009086989,0.00009088792,0.0001082246,0.0001494522],"domain_scores_gemma":[0.9995056,0.00006787791,0.0001695413,0.0000160527,0.00006915189,0.0001717129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001394336,0.00006400412,0.9864455,0.00009537651,0.00002265501,0.00186073,0.0002195117,0.00002025243,0.0002185529,0.00004149651,0.003031712,0.007840783],"study_design_scores_gemma":[0.00001763432,0.0001787878,0.9859621,0.0001704576,0.00002738821,0.008567819,0.001413185,0.00005757315,0.00008225373,0.00006244138,0.003448688,0.00001160902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768631,0.0101968,0.0001510864,0.001349839,0.0002086733,0.00008168552,0.001521817,0.00003189858,0.009595044],"genre_scores_gemma":[0.9911171,0.005944646,0.0001363388,0.0005510841,0.00013839,0.00004514528,0.001393819,0.000006517205,0.0006669085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004938374,"threshold_uncertainty_score":0.0165205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917427381684196,"score_gpt":0.2845089732759057,"score_spread":0.2553346994590638,"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."}}