{"id":"W2298078468","doi":"10.1097/ccm.0000000000001512","title":"Systematic Bias in Meta-Analyses of Time to Antimicrobial in Sepsis Studies","year":2016,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Sepsis; Antimicrobial; Intensive care medicine; Clinical microbiology; MEDLINE; Family medicine; Internal medicine; Microbiology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2046111,0.001209694,0.005797893,0.004370149,0.001556123,0.004315526,0.00317898,0.01538621,0.002316142],"category_scores_gemma":[0.624253,0.00225364,0.009374723,0.006299805,0.003001111,0.00393117,0.00258652,0.009634194,0.0008276015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003969518,"about_ca_system_score_gemma":0.006469935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005043296,"about_ca_topic_score_gemma":0.01229447,"domain_scores_codex":[0.6357454,0.2987387,0.04359233,0.006568465,0.01397217,0.001382911],"domain_scores_gemma":[0.1694423,0.7854142,0.02016049,0.01108355,0.01266415,0.001235254],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01482755,0.0001118385,0.07464448,0.04839931,0.1564116,0.006060901,0.002043371,0.003222223,0.0006815548,0.02787436,0.4222414,0.2434815],"study_design_scores_gemma":[0.02144788,0.001997268,0.04533679,0.07149182,0.3263818,0.01291174,0.001665735,0.02269568,0.004140199,0.258608,0.2321391,0.001183957],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01700286,0.3370019,0.017839,0.5859569,0.03162496,0.000495035,0.002414183,0.0003253272,0.007339792],"genre_scores_gemma":[0.3330847,0.1064804,0.029362,0.4485644,0.07717423,0.001562272,0.000713712,0.0002698181,0.002788484],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7953889,"threshold_uncertainty_score":0.9808561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8707010304762325,"score_gpt":0.6084374718483567,"score_spread":0.2622635586278758,"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."}}