{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001228986,0.000225118,0.00032325,0.000827915,0.000646203,0.0007193547,0.0003033243,0.0007795974,0.001179545],"category_scores_gemma":[0.009268276,0.0001553146,0.0004923909,0.0006727547,0.0002800526,0.0005543084,0.000290613,0.001251031,0.0002314873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004697178,"about_ca_system_score_gemma":0.0008027255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003981463,"about_ca_topic_score_gemma":0.007302495,"domain_scores_codex":[0.999262,0.000344713,0.000112611,0.00004195716,0.0001507641,0.00008793999],"domain_scores_gemma":[0.9924751,0.003136183,0.002414978,0.0001716024,0.0004314024,0.001370771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040687,0.0001984269,0.9979256,0.00000511526,0.0000274799,0.00004261963,0.00003320113,0.00007331833,0.00006164074,0.00001380453,0.00007011325,0.001444646],"study_design_scores_gemma":[0.0000186371,0.0006443277,0.9952505,0.00002321272,0.0001025313,0.0005455519,0.0003445999,0.002137053,0.0003929381,0.0001134494,0.0004160079,0.00001120588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998287,0.0002743743,0.0000781597,0.000339886,0.00002206152,0.000009088703,0.00009095384,0.000004462178,0.0008939757],"genre_scores_gemma":[0.9992078,0.0002148513,0.0001867114,0.000102193,0.00002767556,0.000004721964,0.0001061245,0.000002426244,0.0001475976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003981463,"threshold_uncertainty_score":0.00791657,"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."}}