{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002329812,0.000127742,0.0001599025,0.0007702248,0.0001889412,0.0002553478,0.0001209524,0.0001293477,0.002794903],"category_scores_gemma":[0.0006283907,0.00008408757,0.00009288534,0.0003669964,0.000249914,0.0001657058,0.0003168215,0.0001721915,0.0003662289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268463,"about_ca_system_score_gemma":0.0001057828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003914987,"about_ca_topic_score_gemma":0.0005647164,"domain_scores_codex":[0.9998968,0.00002030603,0.00001070633,0.00002243677,0.00003225876,0.00001748057],"domain_scores_gemma":[0.9994547,0.0001294007,0.0001775927,0.00006134549,0.00008181243,0.00009507765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004250718,0.00002861972,0.8017459,0.00008343677,0.00004308429,0.002692029,0.0002530203,0.0003115548,0.1804748,0.0001723802,0.0001144538,0.01365563],"study_design_scores_gemma":[0.00001038041,0.0001877551,0.9740639,0.000007495073,0.00002927876,0.01323071,0.000219947,0.0005292078,0.01105465,0.0001574008,0.0005036933,0.000005594375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981547,0.000327197,0.000663105,0.00001783632,0.000001046976,0.000005561437,0.00007393571,0.00001754271,0.0007390663],"genre_scores_gemma":[0.9995282,0.00005754874,0.0002414934,0.000003300628,0.000002982835,0.000003031224,0.00005832364,0.000002406446,0.0001028702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002794903,"threshold_uncertainty_score":0.009349823,"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."}}