{"id":"W4317538955","doi":"10.1093/cid/ciad019","title":"Reply to Ito","year":2023,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Confounding; Antimicrobial; Propensity score matching; Adverse effect; Observational study; Emergency medicine; Randomized controlled trial; Intensive care medicine; Information bias; Retrospective cohort study; Internal medicine; Selection bias","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004625969,0.001206648,0.001766939,0.001141292,0.002946534,0.004698949,0.003011949,0.01878113,0.0177925],"category_scores_gemma":[0.06555881,0.0007083987,0.001337297,0.0008680326,0.002823261,0.005967452,0.0035407,0.0372274,0.01133945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00270141,"about_ca_system_score_gemma":0.005896223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034729,"about_ca_topic_score_gemma":0.003006822,"domain_scores_codex":[0.9957492,0.001131304,0.0005058848,0.0007488384,0.001287078,0.0005776159],"domain_scores_gemma":[0.9786291,0.00719692,0.001270057,0.0009680507,0.008934335,0.003001486],"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":[0.0000213907,0.000008661239,0.0001983581,0.00004550234,0.000006926441,0.0001933548,0.00007765592,0.00001271443,0.00003379864,0.0004332417,0.9953756,0.003592853],"study_design_scores_gemma":[0.00003427386,0.00003146016,0.0006145762,0.0003383143,0.00002112538,0.001535647,0.00063218,0.0001155982,0.0002374422,0.001825571,0.9945394,0.00007437666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002513497,0.003187763,0.0001271424,0.8678053,0.1272056,0.00001900265,0.00009228087,0.00008171766,0.001229789],"genre_scores_gemma":[0.003042896,0.002008342,0.0002321544,0.9345665,0.05148371,0.00007499889,0.00005575964,0.00005799834,0.008477563],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01878113,"threshold_uncertainty_score":0.05952179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0715398512741016,"score_gpt":0.418036468384686,"score_spread":0.3464966171105844,"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."}}