{"id":"W4231299474","doi":"10.3410/f.740504879.793587479","title":"Faculty Opinions recommendation of EGFR activation limits the response of liver cancer to lenvatinib.","year":2021,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Lenvatinib; Cancer; Oncology; Medicine; Cancer research; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425081,0.001817242,0.001562009,0.001619382,0.0005763936,0.002663675,0.002414651,0.003120898,0.06369976],"category_scores_gemma":[0.01060172,0.0005733048,0.002126708,0.002201418,0.0003359514,0.001184437,0.001140585,0.001696883,0.05921301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484773,"about_ca_system_score_gemma":0.002820772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02377689,"about_ca_topic_score_gemma":0.0705557,"domain_scores_codex":[0.9988796,0.0002067367,0.0001201164,0.0003616618,0.000294196,0.0001376379],"domain_scores_gemma":[0.9969978,0.001015791,0.0003761962,0.0004920501,0.0007418641,0.0003762597],"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":[0.0002213804,0.00004224865,0.003151094,0.0008170428,0.00009551701,0.00001870479,0.000008742739,0.000285571,0.0001586536,0.0001981153,0.9903352,0.00466778],"study_design_scores_gemma":[0.001780697,0.0001161146,0.01906161,0.0008755171,0.0003955174,0.0002164056,0.00005440657,0.002834803,0.001175074,0.001816577,0.9716102,0.00006291952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005853752,0.0002522089,0.00009633828,0.0005510178,0.00009397926,0.00002425972,0.9962313,0.0003316188,0.00183397],"genre_scores_gemma":[0.002154834,0.0002169709,0.000542006,0.0003621319,0.00003417687,0.00005690962,0.9946773,0.0000701007,0.001885613],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06369976,"threshold_uncertainty_score":0.2130969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09951445783351888,"score_gpt":0.3727143731709593,"score_spread":0.2731999153374404,"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."}}