{"id":"W3186074857","doi":"10.1101/2021.07.12.21260388","title":"Significant Structural Breaks in the International Incidence of Hepatitis Delta Virus","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Cluster (spacecraft); Demography; Epidemiology; Geography; Hepatitis D virus; Medicine; Hepatitis B virus; Virology; Virus; Pathology","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":[0.003278536,0.0002272043,0.0003656913,0.002507389,0.0004735581,0.00163313,0.0006261449,0.0003950146,0.001971703],"category_scores_gemma":[0.01378813,0.0003018061,0.0007368785,0.003261327,0.0006391649,0.0009764601,0.001509441,0.001047008,0.0002844854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345123,"about_ca_system_score_gemma":0.0007234983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889496,"about_ca_topic_score_gemma":0.01601508,"domain_scores_codex":[0.9975799,0.0006930865,0.0002297647,0.0007666239,0.0003591868,0.0003714512],"domain_scores_gemma":[0.9909132,0.002140154,0.004141883,0.0009616425,0.0014825,0.0003607418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177491,0.00001742101,0.9866758,0.00004336587,0.0002058539,0.00008128527,0.0006151225,0.001725241,0.0003969388,0.0009977794,0.0007920842,0.008331339],"study_design_scores_gemma":[0.00000587816,0.00002804861,0.9936857,0.00004055551,0.00004724466,0.00008798538,0.0006441023,0.003030309,0.0001877972,0.0009252615,0.001308602,0.000008598413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890521,0.0006119114,0.002622117,0.0005483496,0.00002093411,0.00002322657,0.004508141,0.00004578127,0.002567359],"genre_scores_gemma":[0.9967078,0.0000800283,0.0005772043,0.00003705922,0.00001172771,0.00001380095,0.002448495,0.000008412797,0.0001154861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01889496,"threshold_uncertainty_score":0.03757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948799816156739,"score_gpt":0.3029157390779082,"score_spread":0.2734277409163408,"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."}}