{"id":"W7128781328","doi":"10.31579/2693-7247/185","title":"Infectious disease","year":2024,"lang":"","type":"article","venue":"Pharmaceutics and Pharmacology Research","topic":"Biochemical and Structural Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Battle; Antimicrobial; Infectious disease (medical specialty); Opposition (politics); Action (physics); Disease","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008085484,0.0003587985,0.0002343625,0.0002476907,0.0004459488,0.0003211827,0.0002818354,0.000369651,0.001468697],"category_scores_gemma":[0.00006413128,0.0003392314,0.0001314998,0.0005442297,0.0008968576,0.00002022952,0.0006142781,0.001324903,0.0001509968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005923614,"about_ca_system_score_gemma":0.0002319633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005203726,"about_ca_topic_score_gemma":6.207406e-7,"domain_scores_codex":[0.9967684,0.0005627161,0.0003586807,0.001007066,0.0003795371,0.000923658],"domain_scores_gemma":[0.9984596,0.0001502121,0.0000356382,0.0002157828,0.0002786913,0.0008600674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000321865,0.0001259483,0.001141407,0.001200251,0.0003865928,0.0001424658,0.0001412361,0.000005311692,0.9191501,0.0004981035,0.01844097,0.0584458],"study_design_scores_gemma":[0.0007059258,0.0002199173,0.0002786326,0.00006319588,0.0002273644,0.00006454529,0.00001709187,0.0244564,0.2736533,0.0006787771,0.6992253,0.000409565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8512012,0.1340933,0.00008138891,0.007335406,0.003360294,0.0007402279,0.0002727662,0.00005857837,0.00285686],"genre_scores_gemma":[0.9079304,0.08490963,0.00001183138,0.0007841096,0.002635267,0.0000729415,0.0001744926,0.00005663288,0.003424717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6807843,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06845976776024412,"score_gpt":0.4445828689258763,"score_spread":0.3761231011656322,"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."}}