{"id":"W4413092498","doi":"10.1016/j.annonc.2025.05.206","title":"193P Multidisciplinary teams (MDTs) for hepatocellular carcinoma (HCC): Maturity and optimal practices in Europe and Canada (EUCAN)","year":2025,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Multidisciplinary approach; Maturity (psychological); Multidisciplinary team; Cabozantinib; Oncology; Internal medicine; Cancer; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002652349,0.0002515563,0.0001804585,0.001223906,0.002432389,0.002091991,0.001268364,0.0006228969,0.00352707],"category_scores_gemma":[0.008048991,0.0002688402,0.0003727228,0.002240768,0.0007084727,0.000745508,0.003132491,0.001215478,0.0003068539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04075708,"about_ca_system_score_gemma":0.1287256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9308617,"about_ca_topic_score_gemma":0.957897,"domain_scores_codex":[0.9969638,0.0004951104,0.0002099258,0.0002602232,0.0008901386,0.001180836],"domain_scores_gemma":[0.9849245,0.000583744,0.001210057,0.0001346916,0.005552217,0.007594801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004778162,0.0005387162,0.6565975,0.0005301032,0.0001092961,0.0006327417,0.004051337,0.001923459,0.001073549,0.007632438,0.03710296,0.2893302],"study_design_scores_gemma":[0.00006653035,0.0001376908,0.9456971,0.001255471,0.00003961015,0.0003974855,0.01009549,0.001345287,0.0002775042,0.0007719308,0.03986485,0.0000511224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.853786,0.03365055,0.004697506,0.06082055,0.001104667,0.0006076005,0.005127033,0.0002335498,0.03997251],"genre_scores_gemma":[0.970909,0.009302174,0.006535669,0.003955236,0.0001163508,0.0001755525,0.001846115,0.000055686,0.007104306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06913835,"threshold_uncertainty_score":0.2957147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648380410083397,"score_gpt":0.3306168730083889,"score_spread":0.3041330689075549,"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."}}