{"id":"W4399442265","doi":"10.52711/2231-5691.2024.00011","title":"The Next Pandemic","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Pharmaceutical Research","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Quarter (Canadian coin); Pandemic; Population; Gerontology; Medicine; Incidence (geometry); Demography; Coronavirus disease 2019 (COVID-19); Geography; Disease; Environmental health; Pathology; Sociology; Infectious disease (medical specialty)","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007410046,0.00009092258,0.0001665711,0.0003238468,0.0002436094,0.0003611952,0.0003000967,0.00005486018,0.001351529],"category_scores_gemma":[0.001187092,0.00004876698,0.000198601,0.0006507972,0.0005184301,0.0002000499,0.0001125574,0.002309875,0.0005765311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518163,"about_ca_system_score_gemma":0.0008720929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001040879,"about_ca_topic_score_gemma":5.058448e-7,"domain_scores_codex":[0.9963352,0.0004809882,0.0003787755,0.0001546006,0.00195862,0.0006918345],"domain_scores_gemma":[0.9972743,0.001125365,0.00002392865,0.0001456787,0.0008058947,0.0006248186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001014144,0.0001780406,0.01443163,0.0001760373,0.0003883401,0.002888583,0.0002318725,1.012829e-7,0.02558346,0.003406551,0.02684647,0.9248548],"study_design_scores_gemma":[0.001570516,0.00148679,0.01833083,0.0005525883,0.0001317972,0.002657273,0.001811776,0.0007150897,0.009225219,0.003398217,0.960027,0.00009286106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6620125,0.04490756,0.001106891,0.1424199,0.0012314,0.001077858,0.00000440342,0.00007403453,0.1471656],"genre_scores_gemma":[0.9904302,0.003178894,0.00006388693,0.0001704703,0.0007105186,0.000008585886,6.280214e-7,0.00001982752,0.005417002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9331806,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2585365885365868,"score_gpt":0.553169302467292,"score_spread":0.2946327139307052,"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."}}