{"id":"W4392509592","doi":"10.1111/ctr.15270","title":"Use of induction therapy post‐heart transplantation: Clinical practice recommendations based on systematic review and network meta‐analysis of evidence","year":2024,"lang":"en","type":"review","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; McMaster University; Impact; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Meta-analysis; Medicine; Heart transplantation; Intensive care medicine; Clinical Practice; Transplantation; Systematic review; Induction therapy; MEDLINE; Internal medicine; Physical therapy; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008527315,0.0006168864,0.009784016,0.0006267984,0.00008219935,0.0000446759,0.0001798689,0.0006637903,0.0001137555],"category_scores_gemma":[0.00196841,0.0003757301,0.004978357,0.002009325,0.0002362922,0.000404812,0.000006685436,0.001065111,0.00001392582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003101718,"about_ca_system_score_gemma":0.0004364771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003295267,"about_ca_topic_score_gemma":0.00001710478,"domain_scores_codex":[0.9861265,0.005989938,0.006030458,0.0009211574,0.0006874342,0.0002444418],"domain_scores_gemma":[0.9620895,0.03424603,0.002071087,0.000781156,0.0006016295,0.0002105968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005902314,0.0003938452,0.00007974002,0.8894646,0.08631819,0.00004253863,0.00009313322,0.00003362,3.761265e-7,0.0001603293,0.0001362806,0.02268709],"study_design_scores_gemma":[0.0003960686,0.0007563324,0.0006127296,0.2458722,0.7438812,0.0001230259,0.000009510743,0.00007585732,9.769288e-7,0.000008444405,0.008005837,0.0002577715],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007421862,0.9862055,0.005714861,0.002485342,0.0005444325,0.004070858,0.0008756236,0.00006595421,0.00003007099],"genre_scores_gemma":[0.00003382385,0.9635859,0.03117311,0.002685099,0.0001440838,0.0002813844,0.00196809,0.00006416934,0.00006435395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.657563,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7210020644535783,"score_gpt":0.6052091041033892,"score_spread":0.115792960350189,"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."}}