{"id":"W4406940591","doi":"10.1093/ofid/ofae631.1661","title":"P-1491. Practice variations and clinical outcomes of Intravenous Aminoglycosides in Nontuberculous Mycobacterium infections at three tertiary hospitals in London, Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Tertiary care; Mycobacterium avium complex; Clinical microbiology; Microbiology; Intensive care medicine; Emergency medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003999321,0.0003103116,0.000344396,0.001313305,0.001715986,0.001291987,0.001044413,0.0005550263,0.003077722],"category_scores_gemma":[0.003101591,0.0003385359,0.0003122066,0.003150446,0.0008705723,0.0004398903,0.001003207,0.0004498415,0.000435379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01881059,"about_ca_system_score_gemma":0.01682193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9208441,"about_ca_topic_score_gemma":0.951395,"domain_scores_codex":[0.9984291,0.0001222841,0.0002269617,0.0002491105,0.0004559992,0.0005165079],"domain_scores_gemma":[0.9917393,0.0004578973,0.003654111,0.0001212352,0.001767004,0.002260525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003228565,0.00001295585,0.9970892,0.00003031733,0.000009768673,0.0003104331,0.0005290111,0.00002541291,0.000142206,0.00001318463,0.0004522411,0.00135301],"study_design_scores_gemma":[0.000004710307,0.00003276683,0.997319,0.00003514128,0.000005703854,0.0003209838,0.001743568,0.00007819152,0.00005912543,0.000004811434,0.0003883278,0.000007733611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937406,0.0009434935,0.00006110533,0.0004518729,0.00001204351,0.00006138574,0.002145518,0.00001519515,0.002568748],"genre_scores_gemma":[0.9984641,0.0002992855,0.00007404289,0.0001323814,0.000008405451,0.00001451828,0.0005492196,0.000004045865,0.0004540033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07915592,"threshold_uncertainty_score":0.1592441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008785890277101279,"score_gpt":0.3069783055943361,"score_spread":0.2981924153172348,"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."}}