{"id":"W1990005212","doi":"10.4061/2011/565060","title":"Summary of the 2010 AHPBA/SSO/SSAT Consensus Conference on HCC","year":2011,"lang":"en","type":"article","venue":"International Journal of Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Multidisciplinary approach; Multidisciplinary team; Hepatocellular carcinoma; Liver transplantation; Consensus conference; Transplantation; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001875432,0.0001069828,0.0003121092,0.0001573684,0.00002194997,0.000004649237,0.0002834315,0.00009782596,0.0005686607],"category_scores_gemma":[0.0001361013,0.00006611985,0.000234704,0.00005533872,0.0001841849,0.00002941297,0.00004923568,0.0002526284,0.0000243841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005724358,"about_ca_system_score_gemma":0.0002410781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009923903,"about_ca_topic_score_gemma":0.00002298508,"domain_scores_codex":[0.9988689,0.0001052789,0.0004534495,0.00009699004,0.000353819,0.0001215201],"domain_scores_gemma":[0.9986086,0.000119304,0.0004086184,0.0001569995,0.0006315299,0.00007498677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009533386,0.0003182521,0.9842911,0.000008727952,0.0004469049,0.0009338868,0.0002827054,1.289267e-7,0.002498007,0.003563312,0.004392816,0.002310864],"study_design_scores_gemma":[0.01080616,0.004198115,0.6386883,0.0009978762,0.0009915762,0.01463662,0.000414685,0.00144831,0.2941045,0.0109817,0.02230121,0.0004309158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812411,0.0002823052,0.00002256502,0.005596308,0.001656648,0.0001056383,0.00001396708,0.000005307364,0.01107614],"genre_scores_gemma":[0.9982055,0.0001251458,0.0004770125,0.0005528409,0.0001221488,0.000001994576,0.000003579482,0.000009006953,0.0005027752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3456028,"threshold_uncertainty_score":0.6226436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455533036293452,"score_gpt":0.2905895987009253,"score_spread":0.1450362950715801,"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."}}