{"id":"W7111324485","doi":"10.1371/journal.pone.0330128.s002","title":"Quality of Evidence Evaluation of Sources.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prioritization; Public health; Sustainability; Risk assessment; Antimicrobial stewardship; Weighting; Comparability; Quality (philosophy); Stewardship (theology)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1505434,0.002850495,0.01235319,0.02782687,0.002338672,0.01865369,0.00749549,0.007988814,0.06777991],"category_scores_gemma":[0.6163073,0.002201708,0.01508204,0.02300503,0.003850664,0.007674352,0.007779642,0.006110337,0.007553726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02277847,"about_ca_system_score_gemma":0.04620835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338513,"about_ca_topic_score_gemma":0.01176425,"domain_scores_codex":[0.6648121,0.1422581,0.1200164,0.009959303,0.06005173,0.002902372],"domain_scores_gemma":[0.3418357,0.403447,0.104341,0.03387972,0.111748,0.00474854],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008963792,0.00006000672,0.001803281,0.833401,0.008797453,0.00007037992,0.0003777273,0.0005203194,0.0001418608,0.004150114,0.02577245,0.1240091],"study_design_scores_gemma":[0.0008095173,0.0001935909,0.003095919,0.9063861,0.008035436,0.0001176337,0.0002793841,0.000565198,0.0002554765,0.005564428,0.07461362,0.00008378711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003968629,0.6699611,0.02457962,0.02904496,0.0158529,0.08668143,0.09987568,0.001798026,0.06823765],"genre_scores_gemma":[0.154379,0.5045391,0.09347606,0.01618241,0.003891918,0.1778709,0.04230614,0.001596386,0.005758139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8494566,"threshold_uncertainty_score":0.7961591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.293727892690162,"score_gpt":0.419178119357642,"score_spread":0.12545022666748,"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."}}