{"id":"W2959895731","doi":"10.6002/ect.2017.0096","title":"Immunosuppression Practices in Liver Transplantation: A Survey of North American Centers.","year":2017,"lang":"en","type":"article","venue":"Experimental and Clinical Transplantation","topic":"","field":"","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Immunosuppression; Medicine; Liver transplantation; Clinical Practice; Intensive care medicine; Internal medicine; Family medicine; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000751996,0.0001910511,0.0003916369,0.00007699661,0.0001973288,0.00007025609,0.0002746017,0.00005842042,0.00003598629],"category_scores_gemma":[0.0001208469,0.0001740577,0.00008360736,0.0001119983,0.0006050161,0.0007931165,0.00002223416,0.0002168054,0.00003357482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000222582,"about_ca_system_score_gemma":0.00003056303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317945,"about_ca_topic_score_gemma":0.01481107,"domain_scores_codex":[0.9977431,0.0005665219,0.0007636481,0.0004254118,0.0002904748,0.0002108397],"domain_scores_gemma":[0.997799,0.0005240382,0.001212048,0.0003054094,0.00005424855,0.0001052934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00484946,0.0007958948,0.9818026,0.00008509213,0.00004390177,0.0001030282,0.001482586,0.000002743615,0.006231307,0.0000126723,0.0000106105,0.004580032],"study_design_scores_gemma":[0.003146387,0.0004841576,0.9789134,0.0001182212,0.00006117453,0.00003038602,0.0001783133,0.0002362254,0.0166242,0.000002085959,0.00001197814,0.0001934542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982032,0.0002487843,0.0000522924,0.00003469706,0.0001720428,0.0002965756,0.000410023,0.00002489314,0.0005574666],"genre_scores_gemma":[0.9945169,0.004585077,0.000339237,0.00003334727,0.00003304203,0.00001873058,0.0004366243,0.00002604378,0.00001101627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103929,"threshold_uncertainty_score":0.9933919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027789526184142,"score_gpt":0.4269553547441904,"score_spread":0.3241764021257762,"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."}}