{"id":"W4293702643","doi":"10.3138/jammi-2022-07-29","title":"Monkeypox outbreak 2022: “See one, do one, teach one” no longer the rule","year":2022,"lang":"en","type":"editorial","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Orthopoxvirus; Monkeypox; Poxviridae; Vaccinia; Virology; Medicine; Outbreak; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008679436,0.003880195,0.002883548,0.002683488,0.003121238,0.00730443,0.00270655,0.0169876,0.009649105],"category_scores_gemma":[0.01991486,0.001149655,0.001717264,0.001109221,0.002565783,0.00482116,0.001633525,0.01991186,0.00491846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318171,"about_ca_system_score_gemma":0.002634957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349565,"about_ca_topic_score_gemma":0.005637151,"domain_scores_codex":[0.9970348,0.0006737365,0.0005126921,0.0004102244,0.001103418,0.0002650106],"domain_scores_gemma":[0.9828163,0.008495574,0.001050565,0.000388913,0.004910734,0.00233796],"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":[0.00006492449,0.00003237523,0.0001633326,0.0003829137,0.00002975903,0.0003253676,0.00005408692,0.00003036253,0.00008318172,0.0004044861,0.9906434,0.007785784],"study_design_scores_gemma":[0.00009704212,0.00007574237,0.001182962,0.001128227,0.00009258799,0.0005179698,0.0002971829,0.0001893074,0.0001217835,0.0009120095,0.995349,0.00003609225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009581179,0.004855688,0.00008964278,0.03603587,0.9575171,0.00001713972,0.00003606083,0.00003200893,0.001320742],"genre_scores_gemma":[0.0005555212,0.004800393,0.00008218203,0.01805113,0.9730346,0.00001281175,0.00002845123,0.00001561972,0.003419312],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0169876,"threshold_uncertainty_score":0.04590178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004442019627822838,"score_gpt":0.225202222270324,"score_spread":0.2207602026425011,"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."}}