{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006906294,0.0001780206,0.0002220002,0.0003818758,0.001952674,0.002305629,0.0003784266,0.001815461,0.03047207],"category_scores_gemma":[0.002012444,0.0001670508,0.000199744,0.0004635032,0.001157749,0.003221881,0.001454335,0.002839249,0.002622823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002555797,"about_ca_system_score_gemma":0.007764378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03716245,"about_ca_topic_score_gemma":0.04889916,"domain_scores_codex":[0.9995102,0.0001111346,0.00002556505,0.00006990346,0.0001265421,0.000156633],"domain_scores_gemma":[0.9987025,0.00007698342,0.0001233914,0.0000295186,0.0002686079,0.0007990064],"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":[0.0002025892,0.0002951794,0.03844207,0.00220498,0.00006149043,0.003520906,0.006025915,0.0001740687,0.00492803,0.02800862,0.5871714,0.3289647],"study_design_scores_gemma":[0.00001507746,0.0001551541,0.04579104,0.001171658,0.00001978003,0.001318865,0.006425783,0.0002191611,0.0004522233,0.007498407,0.9368932,0.00003972347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.06276154,0.04023692,0.001175179,0.791148,0.01469935,0.0001229965,0.0007128668,0.0001947851,0.08894832],"genre_scores_gemma":[0.4390163,0.06881341,0.004481184,0.3344381,0.004839681,0.0001610617,0.0006883006,0.0001460146,0.1474161],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03716245,"threshold_uncertainty_score":0.1019392,"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."}}