{"id":"W6920840580","doi":"10.6084/m9.figshare.27176843.v1","title":"Additional file 1 of An evaluation of the preprints produced at the beginning of the 2022 mpox public health emergency","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Public health; Public access; MEDLINE; Emergency response; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004369419,0.0009172375,0.0008732391,0.003037836,0.001561424,0.002144544,0.001280766,0.001259114,0.9148381],"category_scores_gemma":[0.06034506,0.0006101467,0.0008227634,0.003972985,0.0004824665,0.001996168,0.001600746,0.001126786,0.3253786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548612,"about_ca_system_score_gemma":0.003356944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008862278,"about_ca_topic_score_gemma":0.01077043,"domain_scores_codex":[0.9979531,0.0006032585,0.0003875958,0.0003479433,0.0004940288,0.0002140181],"domain_scores_gemma":[0.942369,0.0435776,0.001863913,0.002963162,0.008070892,0.001155357],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002800727,0.00004050115,0.0005901836,0.001028172,0.00001103848,0.00002764073,0.00007490742,0.00009819134,0.00006128709,0.0004690484,0.992189,0.00512994],"study_design_scores_gemma":[0.001880307,0.0001764278,0.01442908,0.002769505,0.00007622358,0.0002098254,0.0007812943,0.000541034,0.0006260938,0.006994716,0.9714102,0.0001053247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002270878,0.00002216266,0.000437064,0.0003149554,0.0001147808,0.0004749408,0.993761,0.0006359696,0.004012104],"genre_scores_gemma":[0.01157439,0.0002612986,0.008922285,0.001724144,0.0004434238,0.008734227,0.9220438,0.003598369,0.04269808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9956306,"threshold_uncertainty_score":0.1214731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094618053946514,"score_gpt":0.3401945698381776,"score_spread":0.2307327644435262,"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."}}