{"id":"W2908622176","doi":"10.1111/his.13809","title":"A phenotypical map of disseminated hepatocellular carcinoma suggests clonal constraints in metastatic sites","year":2019,"lang":"en","type":"article","venue":"Histopathology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Terry Fox Foundation; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; U.S. Department of Defense","keywords":"Hepatocellular carcinoma; Phenotype; Pathology; Carcinoma; Biology; Medicine; Cancer research; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002753401,0.0002205737,0.0007110187,0.0002748032,0.00002110053,0.000003547288,0.00009876495,0.0001463097,0.001525116],"category_scores_gemma":[0.00006409678,0.0001999467,0.0001647811,0.0001936041,0.000311706,0.00004066481,0.00004436833,0.0002261022,0.0003425855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117203,"about_ca_system_score_gemma":0.0001455145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004886882,"about_ca_topic_score_gemma":0.00001285818,"domain_scores_codex":[0.9984006,0.0001734038,0.0004700696,0.0003976619,0.0002010388,0.0003572141],"domain_scores_gemma":[0.9991821,0.0001386491,0.0001210323,0.000344457,0.00008448567,0.0001292942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002852773,0.0003997744,0.9031621,0.0002374982,0.00001206183,0.002757541,0.0005091159,2.090445e-7,0.09108799,0.0008308425,0.0001233361,0.0005942695],"study_design_scores_gemma":[0.003230222,0.0008743196,0.9792265,0.0000876356,0.000204576,0.0006198604,0.0001341708,0.001810132,0.01248054,0.0002172293,0.0008936396,0.000221205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995567,0.001769629,0.00003869997,0.0003272533,0.0001493441,0.0006737998,0.00002598175,0.00003307554,0.001415275],"genre_scores_gemma":[0.9972792,0.000007699846,0.001273769,0.0000826251,0.00002234806,0.00004281976,0.0002014031,0.00002761927,0.001062531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07860745,"threshold_uncertainty_score":0.9993876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566210751515137,"score_gpt":0.2560373701185256,"score_spread":0.2203752626033743,"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."}}