{"id":"W1969678439","doi":"10.1086/503240","title":"Failure of a PCR Screening Method to Detect MRSA","year":2000,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Action (physics); Computer science; Medicine","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001134201,0.0004592655,0.002199652,0.0004118504,0.0000929718,0.000009452762,0.000101873,0.001448987,0.0001896897],"category_scores_gemma":[0.001967102,0.0003950556,0.0004833192,0.0002253943,0.000231122,0.00005704757,0.00004499693,0.001694587,0.00003838049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006989029,"about_ca_system_score_gemma":0.0000873542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326508,"about_ca_topic_score_gemma":0.00006992324,"domain_scores_codex":[0.9967113,0.0007471317,0.001014691,0.0007415141,0.0001485042,0.0006368447],"domain_scores_gemma":[0.9961029,0.002582042,0.0005220533,0.0004012082,0.0002158977,0.0001758508],"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":[0.0006078738,0.00003350036,0.01705725,0.0004040207,0.0006546724,0.0001475496,0.00005678028,0.0001358688,0.001887083,0.0000513357,0.8449473,0.1340168],"study_design_scores_gemma":[0.001751884,0.001718262,0.03009596,0.0003647521,0.000482644,0.00009715046,0.000004336109,0.0001525837,0.0001186013,0.000688923,0.9641262,0.0003987373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008376937,0.001392898,0.3215595,0.6654745,0.0004444223,0.001498252,0.000150723,0.0001383887,0.0009643777],"genre_scores_gemma":[0.04530019,0.0004607273,0.05766288,0.8906348,0.004382279,0.0002010273,0.0001198771,0.0001194636,0.001118788],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2638966,"threshold_uncertainty_score":0.9998502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065740503151221,"score_gpt":0.3154662326623183,"score_spread":0.2948088276308061,"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."}}