{"id":"W4248165279","doi":"10.1053/jlts.2002.34967","title":"Predicting behavior of immunosuppressants in liver transplantation","year":2002,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Liver transplantation; Transplantation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001233737,0.0001882603,0.0002978324,0.0003042568,0.00004860649,0.00001106701,0.00009044514,0.0001580047,0.0004947659],"category_scores_gemma":[0.00000544463,0.0001866748,0.000112706,0.0002646416,0.00006062739,0.0003074758,0.000002653505,0.0002092187,0.00003092788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003865192,"about_ca_system_score_gemma":0.000015216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003443559,"about_ca_topic_score_gemma":0.0001265257,"domain_scores_codex":[0.9985577,0.00006159768,0.0005440614,0.0002661729,0.0003369725,0.0002335318],"domain_scores_gemma":[0.9994801,0.00009204623,0.0001239818,0.0001681038,0.00006687151,0.0000688623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001250898,0.001081523,0.9114263,0.01070952,0.00007404412,0.004441142,0.02281708,0.00005666446,0.03688617,0.000352186,0.00004779326,0.0108567],"study_design_scores_gemma":[0.003155421,0.0002419999,0.8249066,0.0005151702,0.0006917142,0.0008500134,0.0001134692,0.00113492,0.1681684,0.00001319943,0.00001912811,0.0001898815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941838,0.0005809034,0.002181949,0.0000568897,0.0000959793,0.0006775193,0.0001582211,0.0001929136,0.001871816],"genre_scores_gemma":[0.9543177,0.04304931,0.002085955,0.00008003537,0.00003381491,0.00004826253,0.0002170479,0.00003685363,0.0001309894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1312822,"threshold_uncertainty_score":0.7612378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117327182158089,"score_gpt":0.2601298263127289,"score_spread":0.238956554491148,"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."}}