{"id":"W4385800499","doi":"10.1089/apb.2022.0045","title":"The Biosafety Research Road Map: The Search for Evidence to Support Practices in the Laboratory—Mpox/Monkeypox Virus","year":2023,"lang":"en","type":"review","venue":"Applied Biosafety","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Wellcome Trust; World Health Organization","keywords":"Biosafety; Monkeypox; Orthopoxvirus; Transmission (telecommunications); Public health; Human health; Virology; Environmental health; Business; Biology; Biotechnology; Medicine; Engineering; Vaccinia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03087623,0.0007311623,0.001333245,0.0004915018,0.00278644,0.0004077478,0.005896861,0.00110286,0.0001397873],"category_scores_gemma":[0.00358658,0.0003319344,0.0005069859,0.003438709,0.001490622,0.0001529766,0.00168905,0.004690595,0.0115521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476869,"about_ca_system_score_gemma":0.002825615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250557,"about_ca_topic_score_gemma":0.002430655,"domain_scores_codex":[0.9888767,0.004993209,0.001366233,0.001397081,0.0007569736,0.002609774],"domain_scores_gemma":[0.9710863,0.02512266,0.0005806276,0.002589975,0.0004864536,0.0001340123],"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":[0.001152607,0.0001934076,0.000003909243,0.003298822,0.0007868529,0.00004404646,0.001196107,7.213672e-7,0.001625458,0.02250386,0.1678907,0.8013035],"study_design_scores_gemma":[0.0003745175,0.0003126769,0.0001714065,0.00124503,0.0001475336,0.00002331777,0.001478798,5.019238e-7,0.0004656128,0.0001331744,0.9952404,0.0004070414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002796707,0.9664963,0.00000966782,0.01851565,0.0008422146,0.01066448,0.001536271,0.0001157401,0.00179168],"genre_scores_gemma":[0.001180862,0.9881687,0.00002195712,0.000594839,0.0004181404,0.005705885,0.0003967985,0.0001229261,0.00338986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8273497,"threshold_uncertainty_score":0.9999133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2765832871244774,"score_gpt":0.480046169707237,"score_spread":0.2034628825827596,"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."}}