{"id":"W7111040154","doi":"10.1371/journal.pone.0330128.s001","title":"Scoring Framework and References.","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; Risk assessment; Sustainability; Weighting; Antimicrobial stewardship; Stewardship (theology); Robustness (evolution); Public health surveillance","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":[],"consensus_categories":[],"category_scores_codex":[0.01136498,0.002825566,0.001328089,0.01293197,0.003154367,0.009540983,0.006324108,0.003687921,0.1917284],"category_scores_gemma":[0.03803157,0.0008956493,0.002115284,0.01921801,0.002447993,0.005287306,0.005333723,0.002274161,0.09266198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009658031,"about_ca_system_score_gemma":0.0168006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0572755,"about_ca_topic_score_gemma":0.06283195,"domain_scores_codex":[0.9872053,0.004290361,0.001329041,0.001097415,0.005171374,0.0009065589],"domain_scores_gemma":[0.9864368,0.003398617,0.0006608178,0.001276058,0.007766394,0.0004613305],"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":[0.00003842971,0.00008845846,0.001719376,0.001175861,0.00003705652,0.0001834794,0.0004748632,0.003431356,0.000263732,0.2339474,0.4897997,0.2688403],"study_design_scores_gemma":[0.00001400321,0.00003299572,0.001377988,0.001455704,0.00002262826,0.0002883118,0.000602823,0.004784552,0.0004484107,0.07415099,0.9167543,0.00006738236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002287712,0.009287501,0.3023503,0.01484288,0.002785037,0.003106931,0.04395648,0.00661665,0.6147666],"genre_scores_gemma":[0.04324878,0.01868172,0.5991901,0.004940739,0.001238342,0.006453583,0.06129834,0.003314858,0.2616336],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1917284,"threshold_uncertainty_score":0.6413954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121664191300323,"score_gpt":0.274651510106214,"score_spread":0.2534348681932108,"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."}}