{"id":"W4285676547","doi":"10.5694/mja2.51647","title":"Is Australia ready for monkeypox?","year":2022,"lang":"en","type":"editorial","venue":"The Medical Journal of Australia","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monkeypox; Virology; Computer science; Medicine; Biology","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":["research_integrity"],"category_scores_codex":[0.003678346,0.0003784148,0.0009250781,0.000208615,0.0003334097,0.00004559505,0.002503581,0.001584059,0.03970416],"category_scores_gemma":[0.004246479,0.0002293028,0.0006268134,0.0001618446,0.000693753,0.00008637526,0.0002931055,0.005958047,0.0006275109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822928,"about_ca_system_score_gemma":0.001179644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005536806,"about_ca_topic_score_gemma":0.00003352674,"domain_scores_codex":[0.9959693,0.0006444194,0.00112375,0.0003038067,0.001055157,0.000903593],"domain_scores_gemma":[0.9956089,0.002288823,0.0008574564,0.0004929941,0.0005099199,0.0002419518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001109185,0.0001262347,0.0000129352,0.00007393595,0.000980328,0.0001775855,0.0001750228,6.169636e-7,0.0009878078,0.00008200028,0.9950694,0.001204925],"study_design_scores_gemma":[0.002318312,0.00111493,0.00006116386,0.0001411233,0.0003156658,0.000319484,0.0001088512,3.23425e-7,0.001282693,0.0005451085,0.9935611,0.0002311769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003939935,0.00183178,0.00003961579,0.003698704,0.9880193,0.0004298992,0.0018561,0.00001891729,0.0001656904],"genre_scores_gemma":[0.01127735,0.001583574,0.00006391163,0.0003195018,0.7906858,0.00006454386,0.0009038971,0.00009220037,0.1950093],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1973336,"threshold_uncertainty_score":0.9997121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07981608210092413,"score_gpt":0.3950197989245595,"score_spread":0.3152037168236354,"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."}}