{"id":"W4362508712","doi":"10.1016/j.ijantimicag.2023.106802","title":"Duration of antibiotic treatment and timing of oral switching for bloodstream infections: a survey on the practices of infectious diseases and intensive care physicians","year":2023,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Interquartile range; Antibiotics; Pneumonia; Bacteremia; Bloodstream infection; Intensive care unit; Internal medicine; Endocarditis; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007491347,0.0001239545,0.0002962182,0.0009658038,0.0004001603,0.0006144388,0.0002803475,0.0005879881,0.001650452],"category_scores_gemma":[0.003530506,0.0003103565,0.0005461024,0.001793021,0.0002151446,0.0006697882,0.0004410134,0.0006151232,0.0002413046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004149268,"about_ca_system_score_gemma":0.0006711247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034598,"about_ca_topic_score_gemma":0.01290046,"domain_scores_codex":[0.999011,0.0002353211,0.0002490764,0.0001279813,0.0002051676,0.0001714043],"domain_scores_gemma":[0.9933473,0.001099177,0.004061577,0.0001454368,0.0004686124,0.0008778753],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002016772,0.00002775249,0.9986608,0.00001165295,0.00001911201,0.00002641581,0.0001605414,0.000009612707,0.00007447613,0.000004235858,0.00004484225,0.0009402162],"study_design_scores_gemma":[9.374812e-7,0.00006130102,0.9989389,0.0000140406,0.000006955234,0.0001332607,0.0006540644,0.00003548196,0.00001691657,0.000003069547,0.0001330374,0.000002114281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981685,0.0005865629,0.0000411439,0.0001488853,0.000006406173,0.000007246128,0.0003541886,0.000002660229,0.0006844783],"genre_scores_gemma":[0.9989142,0.0005067943,0.00009026045,0.0001001609,0.000009350389,0.000006887526,0.0002186864,0.000001995919,0.0001516015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9992509,"threshold_uncertainty_score":0.02057147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626627212301945,"score_gpt":0.3235817001766935,"score_spread":0.287315428053674,"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."}}