{"id":"W2966861985","doi":"10.1016/j.jceh.2019.07.005","title":"Joint Consensus Statement of the Indian National Association for Study of the Liver and Indian Radiological and Imaging Association for the Diagnosis and Imaging of Hepatocellular Carcinoma Incorporating Liver Imaging Reporting and Data System","year":2019,"lang":"en","type":"review","venue":"Journal of Clinical and Experimental Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Centre for Research on Intermediality, University of Montreal; University of California","keywords":"Medicine; Hepatocellular carcinoma; Liver cancer; Population; Epidemiology; Hepatology; Pathology; Internal medicine; Environmental health","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":[0.005689262,0.0002629009,0.001968765,0.0001104989,0.000216623,0.00003519193,0.0001489291,0.0001761498,0.000001277295],"category_scores_gemma":[0.002321675,0.0001386514,0.000300265,0.00009496124,0.0002914117,0.00009589577,0.0004022775,0.0003797806,3.514233e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749161,"about_ca_system_score_gemma":0.0002926692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002080794,"about_ca_topic_score_gemma":0.00001381578,"domain_scores_codex":[0.9951417,0.0007892653,0.003079685,0.0003870025,0.000399053,0.0002032731],"domain_scores_gemma":[0.9870667,0.003698965,0.008558593,0.0002303859,0.000351529,0.00009382221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001069816,0.0002145881,0.9699952,0.002773,0.0006046582,0.00004354309,0.0009937907,5.364776e-8,0.00001593365,0.00002757436,0.0000739313,0.02515076],"study_design_scores_gemma":[0.02650375,0.004339773,0.83816,0.01781997,0.02180047,0.00645395,0.03268567,0.04281648,0.001057339,0.0002335333,0.006960745,0.001168357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6169151,0.3809355,0.000003476826,0.0002572109,0.0001796275,0.001613477,0.00008963663,0.000001940661,0.000004024297],"genre_scores_gemma":[0.9019232,0.0975936,0.0002170538,0.0000430908,0.0001197309,0.00005958989,0.00002038446,0.00001816862,0.000005212626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2850081,"threshold_uncertainty_score":0.565404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3107118768267654,"score_gpt":0.4228341400218461,"score_spread":0.1121222631950807,"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."}}