{"id":"W2134007656","doi":"10.1586/1744666x.2015.1026895","title":"Generic immunosuppression in transplantation: current evidence and controversial issues","year":2015,"lang":"en","type":"review","venue":"Expert Review of Clinical Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Innovator; Medicine; Immunosuppression; Transplantation; Intensive care medicine; Organ transplantation; Immunology; Business; Surgery; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009250863,0.0003964432,0.00508417,0.0001393754,0.00002100951,0.000006084411,0.0001971576,0.0003659491,0.0001538343],"category_scores_gemma":[0.0005316175,0.0002518389,0.0007695669,0.0002211479,0.0002314265,0.0001034385,0.00004478292,0.0005747383,0.00004026979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005448762,"about_ca_system_score_gemma":0.0003904095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004250061,"about_ca_topic_score_gemma":0.00000152483,"domain_scores_codex":[0.9953516,0.0009391261,0.002715505,0.0004888201,0.000281946,0.0002229865],"domain_scores_gemma":[0.9973222,0.001125345,0.0008340084,0.0004517181,0.000148566,0.0001181434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001844849,0.0002476354,0.0001387779,0.1139727,0.0003516459,0.00009577051,0.00004665057,7.27075e-9,7.536987e-7,0.00002778393,0.0002973701,0.8846364],"study_design_scores_gemma":[0.001419734,0.0003708467,0.00039152,0.3749053,0.001211364,0.0002127784,0.000003407516,4.128176e-7,9.524879e-7,0.000004599015,0.6213507,0.0001283519],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000151749,0.9971261,0.00001285981,0.0003047028,0.0009767709,0.001386438,0.00002982162,0.00001531014,0.0001328396],"genre_scores_gemma":[0.000007734174,0.9984547,0.0005289008,0.0002250507,0.0001948791,0.0001294709,0.0003507939,0.0000259046,0.00008256027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8845081,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2509481314255954,"score_gpt":0.563366947889701,"score_spread":0.3124188164641056,"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."}}