{"id":"W4411660552","doi":"10.51847/fblgd2qawa","title":"10.51847/FBlGD2qaWa","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enterococcus faecalis; Microbiology; Virulence; Biofilm; Antimicrobial; Enterococcus; Antibiotic resistance; Urinary system; Biology; Bacteria; Staphylococcus aureus; Antibiotics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001059087,0.00007435543,0.00006604433,0.00001662963,0.000051252,0.00003493596,0.0001298693,0.00005868515,0.9397157],"category_scores_gemma":[0.00007265311,0.00007838303,0.0000395976,0.00006184272,0.00001859554,0.00000208388,0.00003073988,0.00002851126,0.8293479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006225027,"about_ca_system_score_gemma":0.00001878491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009189736,"about_ca_topic_score_gemma":4.445216e-7,"domain_scores_codex":[0.9994371,0.00002976501,0.0001219676,0.0002219735,0.00005507072,0.0001341296],"domain_scores_gemma":[0.9995613,0.000005062692,0.0000165167,0.0002942429,0.00004052662,0.0000824046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006422071,0.00003994295,0.000003019022,0.000003328535,0.000009662821,5.303496e-7,0.000006273397,0.00001470665,0.3324427,6.259249e-7,0.02403696,0.643378],"study_design_scores_gemma":[0.000106193,0.00007756051,0.0004153902,0.000003084341,0.000003928787,0.00000345774,6.469944e-7,0.00002336526,0.004019964,8.760275e-7,0.9952431,0.0001024825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1603244,0.00002352932,0.000002406236,0.000180303,0.00000508263,0.0001200113,0.00001192497,0.0000403466,0.839292],"genre_scores_gemma":[0.01855156,3.640548e-7,0.0001727501,0.0001001096,0.00016143,0.000008783098,0.00009830697,0.00001225483,0.9808944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9712061,"threshold_uncertainty_score":0.3196367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007398600484953852,"score_gpt":0.2010798942982023,"score_spread":0.1936812938132484,"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."}}