{"id":"W6930518767","doi":"10.5281/zenodo.12587389","title":"jeekimm/EnterococciAMR: EnterococciAMR","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phagocytosis and Immune Regulation","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Product (mathematics); Natural (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002219258,0.001739411,0.00157542,0.003715769,0.001821571,0.005526939,0.002779522,0.002473556,0.3851491],"category_scores_gemma":[0.005430453,0.0005013346,0.0008479321,0.002730938,0.001114441,0.001241715,0.001673701,0.002373293,0.3106153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004838009,"about_ca_system_score_gemma":0.01343305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1070486,"about_ca_topic_score_gemma":0.1051401,"domain_scores_codex":[0.9975224,0.0001504297,0.0002119046,0.0002922596,0.001417874,0.0004050431],"domain_scores_gemma":[0.9904727,0.000321623,0.000367558,0.0005269757,0.006652674,0.001658613],"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":[0.0001525639,0.00004194748,0.0001608131,0.0004165355,0.000009320876,0.00009715883,0.00002537425,0.00004401579,0.0009913542,0.003181328,0.9459272,0.04895245],"study_design_scores_gemma":[0.00001277482,0.00001307658,0.0004167696,0.00005971313,0.000004998175,0.00005236861,0.00001217475,0.00003209045,0.0004153864,0.0002434204,0.9987308,0.000006366255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.002143216,0.01363594,0.003008943,0.01638548,0.09143539,0.0007331202,0.04380352,0.006618842,0.8222355],"genre_scores_gemma":[0.008713891,0.006873526,0.002990601,0.001998064,0.006058242,0.0001273545,0.02259656,0.002425168,0.9482165],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3851491,"threshold_uncertainty_score":0.8770102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417565281836973,"score_gpt":0.2439509647496023,"score_spread":0.2197753119312326,"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."}}