{"id":"W2792169156","doi":"10.1093/occmed/kqy015","title":"Systematic review: impact of liver transplantation on employment","year":2018,"lang":"en","type":"review","venue":"Occupational Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Liver transplantation; Transplantation; Medicine; Intensive care medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004134818,0.000417881,0.002636461,0.0003728176,0.00003773539,0.00000298415,0.0001247315,0.0001573961,0.0006830326],"category_scores_gemma":[0.00009751631,0.0002379721,0.0007428652,0.0003479653,0.0001088284,0.00005704791,0.000005173447,0.000176823,0.0002421615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183463,"about_ca_system_score_gemma":0.0005206414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007162747,"about_ca_topic_score_gemma":0.000002581349,"domain_scores_codex":[0.9970794,0.0002214448,0.001292497,0.0003454454,0.0008919694,0.0001692668],"domain_scores_gemma":[0.9979002,0.0004583674,0.0007407594,0.0004176602,0.0003034122,0.0001795815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001881208,0.0001206239,0.00002068456,0.9931089,0.001774816,0.0001011563,0.0000877136,1.550354e-7,3.738908e-7,0.00009077463,0.002004564,0.00250216],"study_design_scores_gemma":[0.0007649408,0.001382255,0.001056699,0.9446453,0.04990038,0.0003122209,0.000002042136,0.000004177187,0.000001471622,0.000008678869,0.001743275,0.0001785192],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002937295,0.9952691,0.000100931,0.00002853159,0.0001185165,0.003290483,0.0003982825,0.00003135463,0.0007333845],"genre_scores_gemma":[0.0001335358,0.9930076,0.00004177051,0.0002590841,0.0003747185,0.0002443795,0.005704446,0.00004047016,0.0001939952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04846352,"threshold_uncertainty_score":0.970422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06518017101964634,"score_gpt":0.4123070650354438,"score_spread":0.3471268940157975,"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."}}