{"id":"W2617906305","doi":"10.1007/s00134-017-4793-1","title":"Real -time PCR for early microbiological diagnosis: is it time?","year":2017,"lang":"en","type":"letter","venue":"Intensive Care Medicine","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Medicine; Pain medicine; Anesthesiology; Real-time polymerase chain reaction; Intensive care medicine; Emergency medicine; Medical emergency; Anesthesia; Genetics; Biology; Gene","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":[0.0001902183,0.0003978414,0.0006390763,0.0000658969,0.0001769727,0.00005968735,0.000584178,0.001175239,0.0006285905],"category_scores_gemma":[0.005109122,0.0003182692,0.0002687241,0.00002941638,0.00046614,0.000003662715,0.0001731638,0.0004648644,0.000249388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005028566,"about_ca_system_score_gemma":0.00009453191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818382,"about_ca_topic_score_gemma":0.000008675624,"domain_scores_codex":[0.9979972,0.00009800191,0.0004618922,0.0009059666,0.0001418618,0.000395125],"domain_scores_gemma":[0.9941987,0.0001449555,0.0003753533,0.001000595,0.004193565,0.00008681719],"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":[0.00003844706,0.000004040669,0.0001964699,0.00007186117,0.00007487338,0.0000284673,0.0002891284,1.278708e-8,0.2882504,1.77816e-7,0.710673,0.0003730486],"study_design_scores_gemma":[0.0006899479,0.0008519756,0.0006462981,0.0004126526,0.0001764082,0.00003702135,0.0003721628,0.000002141936,0.01748074,0.00001697468,0.9789096,0.0004040488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1402716,0.0009129422,0.00003133181,0.8518102,0.002129829,0.001322945,0.001229644,0.00006305406,0.002228438],"genre_scores_gemma":[0.02132657,0.0003451899,0.0002622549,0.8931724,0.01798228,0.000342086,0.01982274,0.0001227131,0.04662376],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2707697,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03698354693348625,"score_gpt":0.307285030011598,"score_spread":0.2703014830781117,"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."}}