{"id":"W2913792506","doi":"10.1002/hep.29412","title":"Reply","year":2017,"lang":"en","type":"letter","venue":"Hepatology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Liver transplantation; Liver disease; Cohort; Internal medicine; Family medicine; Primary sclerosing cholangitis; Cirrhosis; Disease; Hepatitis B; Transplantation","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":[0.002304865,0.0006959212,0.0009075129,0.0006916097,0.002126468,0.003089834,0.002122267,0.02121393,0.04903705],"category_scores_gemma":[0.03673029,0.0005207277,0.0009820187,0.0005012615,0.001984059,0.004060616,0.002304293,0.02242421,0.03271599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833897,"about_ca_system_score_gemma":0.002507259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549487,"about_ca_topic_score_gemma":0.001453864,"domain_scores_codex":[0.9979299,0.0005222663,0.0002487919,0.0003679087,0.0005858568,0.0003453099],"domain_scores_gemma":[0.9903175,0.004094197,0.0006349313,0.0004643066,0.003520527,0.0009685587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001342144,0.000004781931,0.000166759,0.00003939762,0.000004985588,0.0003318747,0.00006323196,0.00001121103,0.00003781097,0.0009800144,0.9934797,0.004866711],"study_design_scores_gemma":[0.00001792114,0.00001463898,0.0002716699,0.0001932521,0.000007668106,0.001824774,0.0002179877,0.00003461375,0.0001207678,0.001929097,0.995349,0.00001867731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004011552,0.003413094,0.0002350259,0.8571941,0.1301631,0.00002202573,0.000210863,0.00009335114,0.008267208],"genre_scores_gemma":[0.003535815,0.001872525,0.0001533691,0.9291477,0.0484763,0.0000426306,0.00008946429,0.00004751776,0.01663469],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04903705,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510169842475649,"score_gpt":0.3052011972221657,"score_spread":0.2600994987974092,"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."}}