{"id":"W2802818138","doi":"10.1128/aac.00680-18","title":"Increasing Rates of Penicillin Sensitivity in Staphylococcus aureus","year":2018,"lang":"en","type":"letter","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Staphylococcus aureus; Penicillin; Microbiology; Penicillin resistance; Sensitivity (control systems); Staphylococcus; Micrococcaceae; Antibiotics; Antibacterial agent; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000526298,0.0006587979,0.001461397,0.0004020026,0.00009305261,0.00005624255,0.0001798991,0.00105089,0.0002418929],"category_scores_gemma":[0.00007080085,0.0006088055,0.0003114425,0.0003679901,0.0006764864,0.00009195877,0.00009917883,0.001204405,0.00002068511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296885,"about_ca_system_score_gemma":0.0002279274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007352,"about_ca_topic_score_gemma":0.0001481038,"domain_scores_codex":[0.9970638,0.0001908679,0.0008240992,0.0008378497,0.0003622406,0.0007211941],"domain_scores_gemma":[0.9983495,0.0001852834,0.0004997813,0.0006022765,0.0002646073,0.00009858345],"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":[0.0008712755,0.0002131287,0.07159816,0.0008544885,0.0002393484,0.0008032503,0.0003064844,6.500058e-7,0.08150291,0.000001929161,0.8425794,0.001029013],"study_design_scores_gemma":[0.005711989,0.0004184704,0.1194501,0.003296417,0.0002587695,0.0001997525,0.00005269497,0.00006568996,0.07018434,0.00005821872,0.7990785,0.001225153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8642926,0.00009120836,0.00003818132,0.133801,0.0002246338,0.0008503653,0.0001760013,0.00004118632,0.00048485],"genre_scores_gemma":[0.4657871,0.001668958,0.001298277,0.5281847,0.001773451,0.000006785732,0.0002719792,0.0001641759,0.0008446445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3985055,"threshold_uncertainty_score":0.9996364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155487836121118,"score_gpt":0.290599194747398,"score_spread":0.2690443163861868,"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."}}