{"id":"W2981393896","doi":"10.1093/ofid/ofz360.1796","title":"2116. Comparative Effectiveness of Amphotericin B, Azoles, and Echinocandins in the Treatment of Candidemia and Invasive Candidiasis: A Systematic Review and Network Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Amphotericin B; Medicine; Echinocandins; Echinocandin; Randomized controlled trial; Meta-analysis; Internal medicine; Fluconazole; Intensive care medicine; Antifungal; Caspofungin","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":[0.02423151,0.003246585,0.01923735,0.01191485,0.0007064675,0.004005527,0.002271975,0.002775903,0.005292496],"category_scores_gemma":[0.04351876,0.001893955,0.05181637,0.007661976,0.0009029984,0.002269292,0.001640225,0.001842805,0.000481059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003539199,"about_ca_system_score_gemma":0.00410997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985315,"about_ca_topic_score_gemma":0.01123026,"domain_scores_codex":[0.9761981,0.01416409,0.005314765,0.0017304,0.00218198,0.0004105661],"domain_scores_gemma":[0.9717575,0.02066763,0.004764977,0.0006059771,0.001835785,0.0003682387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001991819,0.00003491508,0.002770938,0.2492752,0.7384949,0.00007006032,0.00004128693,0.0004992926,0.0001322305,0.0001074295,0.0002750613,0.006306899],"study_design_scores_gemma":[0.0009925332,0.0002283961,0.001921766,0.0151247,0.9804215,0.00005331724,0.00003022009,0.0003230536,0.00007886596,0.0001636071,0.0006444638,0.00001750331],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007289111,0.9894108,0.0008704468,0.0002818767,0.0003032665,0.0008856181,0.0005981966,0.00003150874,0.0003291136],"genre_scores_gemma":[0.3016481,0.6846632,0.006261228,0.001157203,0.0005370874,0.004008887,0.001121796,0.00004407215,0.0005584711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02423151,"threshold_uncertainty_score":0.12815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095062085377949,"score_gpt":0.398372869021526,"score_spread":0.288866660483731,"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."}}