{"id":"W1509498508","doi":"10.1111/j.1477-2574.2010.00187.x","title":"Pretreatment assessment of hepatocellular cancer: expert consensus conference","year":2010,"lang":"en","type":"letter","venue":"HPB","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Calgary","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Cancer; Liver cancer; Terminology; Hepatitis B; Internal medicine; Disease; Intensive care medicine; Oncology","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":[0.01431138,0.001041761,0.003533451,0.00200202,0.00281661,0.003763638,0.00325983,0.02369714,0.004218279],"category_scores_gemma":[0.0416262,0.0009127681,0.002870069,0.001503521,0.001507189,0.002825049,0.002397526,0.02028149,0.003487756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005787434,"about_ca_system_score_gemma":0.01199497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005849096,"about_ca_topic_score_gemma":0.0147285,"domain_scores_codex":[0.9911889,0.00355059,0.002180515,0.000608968,0.001827543,0.0006434739],"domain_scores_gemma":[0.9714721,0.01050745,0.001819842,0.0007350065,0.01286774,0.002597925],"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":[0.0001363045,0.0000638513,0.002275156,0.0008762728,0.0001273542,0.001386569,0.000108527,0.000245573,0.0002417443,0.001257432,0.9356624,0.05761884],"study_design_scores_gemma":[0.0007027704,0.0001275275,0.00974395,0.01358258,0.0006614219,0.007557061,0.0009008711,0.001898834,0.0008134126,0.01302196,0.9507582,0.0002315001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001217652,0.02135129,0.002659881,0.9347619,0.02842586,0.0002402544,0.0004668948,0.00007938064,0.01079682],"genre_scores_gemma":[0.04137236,0.04074099,0.02407087,0.7643621,0.1113065,0.001467035,0.002710375,0.0001834104,0.0137864],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02369714,"threshold_uncertainty_score":0.07568669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09406322419480385,"score_gpt":0.313015326112162,"score_spread":0.2189521019173582,"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."}}