{"id":"W7117369926","doi":"10.1016/j.ijid.2025.108348","title":"Evidence on mpox clade Ia and clade Ib: A rapid research needs appraisal","year":2025,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; National Institute for Health Research Health Protection Research Unit; National Institute for Health and Care Research; Government of the United Kingdom; International Development Research Centre; European and Developing Countries Clinical Trials Partnership; Wellcome Trust","keywords":"Clade; Critical appraisal; Public health; Baseline (sea); Basic research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1629997,0.003009966,0.01128846,0.04239328,0.00203497,0.01283671,0.006017931,0.009117668,0.01054476],"category_scores_gemma":[0.3553519,0.00324438,0.01574688,0.02054363,0.003567399,0.01613071,0.009032866,0.005935682,0.001790236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01404953,"about_ca_system_score_gemma":0.04107985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009227401,"about_ca_topic_score_gemma":0.0160766,"domain_scores_codex":[0.8837936,0.04013235,0.05059097,0.00507209,0.01771909,0.002691951],"domain_scores_gemma":[0.4127669,0.4370089,0.06366783,0.01024764,0.0724143,0.003894458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003910152,0.00004615353,0.002304896,0.8507234,0.004326751,0.0003370763,0.001115172,0.0003524365,0.0006814239,0.003096984,0.008571413,0.1280532],"study_design_scores_gemma":[0.000192574,0.0002472913,0.003705043,0.9252791,0.01147953,0.0002901957,0.0009969805,0.0001737126,0.0001964057,0.002394093,0.05497763,0.00006739217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002005514,0.9613805,0.001723012,0.02436415,0.002599081,0.003597792,0.001758204,0.00007491437,0.002496866],"genre_scores_gemma":[0.0343772,0.9124554,0.0238931,0.01609802,0.002424177,0.007579829,0.002417044,0.00007040936,0.0006847955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1629997,"threshold_uncertainty_score":0.8620349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730415084057091,"score_gpt":0.4018648414754379,"score_spread":0.364560690634867,"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."}}