{"id":"W4313198317","doi":"10.14740/wjon1516","title":"Will Patients With Liver Metastasis From Aggressives Cancers Benefit From Surgical Resection?","year":2022,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metastasis; Resection; Surgical resection; Surgery; General surgery; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003759907,0.0001667276,0.0002514427,0.0002715846,0.0002019376,0.0003633148,0.0001385878,0.0003726674,0.001441749],"category_scores_gemma":[0.0019037,0.00006222168,0.0002437757,0.0002910416,0.00027284,0.0004524562,0.0001903894,0.0002725633,0.000266312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201156,"about_ca_system_score_gemma":0.000233883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003970747,"about_ca_topic_score_gemma":0.001060121,"domain_scores_codex":[0.999889,0.00003450346,0.000009999322,0.00001737357,0.00001633608,0.00003272491],"domain_scores_gemma":[0.99901,0.0002895926,0.0004052118,0.0000187866,0.00005377732,0.0002225758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004419925,0.00004500232,0.9886573,0.00002869401,0.00002411384,0.0003257077,0.00003478929,0.00009539921,0.0002530627,0.00002798076,0.0002011052,0.009864882],"study_design_scores_gemma":[0.00005342299,0.0009019328,0.99353,0.00003108842,0.00008204407,0.003325611,0.0003817764,0.0004159653,0.0001895994,0.0002855484,0.0007933588,0.000009655676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977813,0.0008817564,0.00006847062,0.0004858771,0.00001157703,0.00000862605,0.0001002392,0.000002997298,0.0006591934],"genre_scores_gemma":[0.9991902,0.0003169474,0.00007367227,0.0001276122,0.00007297518,0.000005666667,0.0001411825,8.474686e-7,0.00007085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001441749,"threshold_uncertainty_score":0.004823148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035236222989498,"score_gpt":0.2691809910391893,"score_spread":0.2339447680496913,"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."}}