{"id":"W6892224558","doi":"10.5167/uzh-183829","title":"Reply to: \"Canadian Liver Transplant Allocation for Hepatocellular Carcinoma\"","year":2019,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hepatocellular cancer; Hepatocellular carcinoma; Liver transplantation; MEDLINE; Cirrhosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0003263328,0.0001659691,0.0003570631,0.0002185187,0.0003005199,0.00003323418,0.0002505351,0.00007241294,0.00008385265],"category_scores_gemma":[0.00001042237,0.0001806947,0.0001356461,0.0001614657,0.00006198164,0.0001946372,0.00008845144,0.00009816542,0.00003957519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007469174,"about_ca_system_score_gemma":0.000253299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03400432,"about_ca_topic_score_gemma":0.001255014,"domain_scores_codex":[0.9988503,0.0001363654,0.0001523725,0.0004472818,0.0001450202,0.0002686356],"domain_scores_gemma":[0.9988667,0.0001585897,0.00008152954,0.0003384411,0.0001187613,0.0004359858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008479689,0.0001418462,0.9710757,0.0002810576,0.0001754172,0.0004640227,0.003759597,0.000001457486,0.01525143,0.0009306276,0.005888286,0.001182567],"study_design_scores_gemma":[0.007570229,0.004338237,0.6608076,0.0005668977,0.001451994,0.0004285742,0.002583053,0.01909269,0.02009974,0.0003698406,0.2817158,0.0009753421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984039,0.0002531161,0.001909983,0.001388381,0.00008752065,0.00230315,0.00008063979,0.00002133154,0.009916862],"genre_scores_gemma":[0.9859892,0.00005805745,0.008542059,0.0004093605,0.00003624308,0.000005782018,0.0001640505,0.00001888517,0.004776394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3102681,"threshold_uncertainty_score":0.9724283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683439106858139,"score_gpt":0.2000949286771867,"score_spread":0.1732605376086053,"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."}}