{"id":"W2016859580","doi":"10.1016/j.jhep.2011.12.010","title":"Assessment of pathology reports on hilar cholangiocarcinoma: The results of a nationwide, multicenter survey performed by the AFC-HC-2009 study group","year":2012,"lang":"en","type":"review","venue":"Journal of Hepatology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer","keywords":"Medicine; Multicenter study; Pathology; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005514093,0.0004630986,0.003278831,0.0003641349,0.0001234097,0.00001101231,0.0004309298,0.0003103821,0.00002763872],"category_scores_gemma":[0.0008871719,0.0002183188,0.0008800494,0.0003603703,0.000299738,0.00007083754,0.0001694523,0.001244658,0.000002144735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990281,"about_ca_system_score_gemma":0.0005256144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002259084,"about_ca_topic_score_gemma":0.0002974249,"domain_scores_codex":[0.9934866,0.00202885,0.002931835,0.0003619561,0.0007820588,0.0004087461],"domain_scores_gemma":[0.9918658,0.001779091,0.00460126,0.0009133705,0.000729281,0.0001112469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007397725,0.002830641,0.9227931,0.002253669,0.003374713,0.001137542,0.001267829,4.351292e-7,0.000009328392,0.0000109717,0.01345243,0.05212955],"study_design_scores_gemma":[0.00365851,0.003710464,0.7987072,0.001498136,0.005883553,0.008012938,0.0003934535,0.000003058966,0.000007640742,0.000004682779,0.1778825,0.0002378404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1003781,0.8958635,0.000005898851,0.0004511155,0.00131388,0.001399029,0.0001260429,0.000005807891,0.000456554],"genre_scores_gemma":[0.6021341,0.3972476,0.00004437177,0.0001316328,0.0002448642,0.00003981769,0.00006405523,0.00003356777,0.000060045],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.501756,"threshold_uncertainty_score":0.8902781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.073885859006016,"score_gpt":0.3746699526951327,"score_spread":0.3007840936891167,"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."}}