{"id":"W2773390103","doi":"10.1016/j.healun.2017.12.005","title":"Peri-operative desensitization for highly sensitized heart transplant patients","year":2017,"lang":"en","type":"letter","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ted Rogers Centre for Heart Research; University of Toronto","funders":"","keywords":"Medicine; Heart transplantation; Lung transplantation; Transplantation; Desensitization (medicine); Population; Heart failure; Ventricular assist device; Heart disease; Internal medicine; Cardiology; Intensive care medicine; Surgery","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":[0.000671891,0.0001453501,0.0002948795,0.0001838775,0.0008675332,0.0007484993,0.0003389625,0.002901546,0.002152189],"category_scores_gemma":[0.004227218,0.00007723532,0.0002751602,0.0001964734,0.0004370745,0.000518346,0.00038646,0.003518617,0.000449456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007392126,"about_ca_system_score_gemma":0.000928334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004290261,"about_ca_topic_score_gemma":0.001414182,"domain_scores_codex":[0.9996037,0.0001776324,0.00004526951,0.00002435271,0.00005482653,0.00009429785],"domain_scores_gemma":[0.9984969,0.000754907,0.0001414704,0.00004302146,0.0001109931,0.0004526941],"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":[0.001583824,0.001736683,0.2097709,0.0005386142,0.0001127176,0.1330562,0.001369141,0.0004080276,0.003281898,0.0067812,0.3667499,0.274611],"study_design_scores_gemma":[0.00146188,0.003644413,0.2436569,0.00278911,0.0003140236,0.3159002,0.007805774,0.002704986,0.003361469,0.03084503,0.3873705,0.0001456071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1466414,0.0136975,0.0007186424,0.8066739,0.009272944,0.00009057877,0.00008918239,0.00003417926,0.02278184],"genre_scores_gemma":[0.6404512,0.009935027,0.001147251,0.3112288,0.02876177,0.0001161942,0.000113511,0.00002260796,0.008223605],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.002901546,"threshold_uncertainty_score":0.007199764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209879232391462,"score_gpt":0.3255670872654435,"score_spread":0.3034682949415289,"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."}}