{"id":"W2011257632","doi":"10.1002/ebch.1928","title":"Commentaries on ‘Procalcitonin to initiate or discontinue antibiotics in acute respiratory tract infections’ with a response from the review authors","year":2013,"lang":"en","type":"letter","venue":"Evidence-Based Child Health A Cochrane Review Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Procalcitonin; Medicine; Antibiotics; Respiratory tract infections; Intensive care medicine; Systematic review; Respiratory tract; Internal medicine; Respiratory system; MEDLINE; Microbiology; Sepsis; Political science; Law","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":[0.006285779,0.001042137,0.003196459,0.0006683866,0.001186315,0.0001793424,0.0006593181,0.0005236221,0.0006867113],"category_scores_gemma":[0.00560301,0.0005467233,0.0007171059,0.001724054,0.0003083522,0.0003731761,0.00007236058,0.01029811,0.0002518361],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282318,"about_ca_system_score_gemma":0.006679083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003014535,"about_ca_topic_score_gemma":0.0002850433,"domain_scores_codex":[0.987523,0.006023599,0.002797545,0.0008899695,0.001577888,0.001187992],"domain_scores_gemma":[0.9897932,0.005287244,0.001999726,0.001530627,0.0005246955,0.0008645333],"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":[0.001077774,0.0004815079,0.003824805,0.01773716,0.0002846169,0.00225812,0.0001389101,0.000008706971,0.000009641427,0.000001382615,0.9692861,0.004891213],"study_design_scores_gemma":[0.001010773,0.004544369,0.009191027,0.447032,0.0007812567,0.001423738,0.000008592719,0.000001250586,0.00000583709,0.000003958378,0.535639,0.0003582751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001368149,0.3371806,0.0001104557,0.6560542,0.0005079197,0.004570942,0.0001302844,0.00005850481,0.00001894276],"genre_scores_gemma":[0.0002397845,0.4105947,0.00007974594,0.5871031,0.00163843,0.0001324732,0.00005747258,0.00008713445,0.00006706158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4336472,"threshold_uncertainty_score":0.9996984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07327567100725753,"score_gpt":0.3931623015071157,"score_spread":0.3198866304998582,"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."}}