{"id":"W2923682296","doi":"10.21037/hbsn.2019.02.02","title":"Simultaneous resection of primary colorectal cancer and its liver metastases: why not?","year":2019,"lang":"en","type":"letter","venue":"HepatoBiliary Surgery and Nutrition","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Resection; Primary tumor; Nice; General surgery; Surgical resection; Cancer; Metastasis; Oncology; Internal medicine; Radiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003362462,0.0003950656,0.001117237,0.0004025932,0.00008886705,0.00002453137,0.00003828818,0.0007634109,0.0001389137],"category_scores_gemma":[0.0001038408,0.0003610078,0.0002996737,0.000217719,0.0001043076,0.000191608,0.00004495146,0.0006599507,0.00001069687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263014,"about_ca_system_score_gemma":0.0001601425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003061908,"about_ca_topic_score_gemma":0.00002226469,"domain_scores_codex":[0.9979253,0.0002618494,0.0004906188,0.0006054782,0.0003878724,0.0003288137],"domain_scores_gemma":[0.9975058,0.001726404,0.0002488839,0.0002035627,0.000222375,0.00009291439],"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":[0.005795468,0.0007605654,0.2675306,0.02738992,0.0009999333,0.005689073,0.0001687285,2.808923e-7,0.008412139,0.000002900658,0.6712451,0.01200527],"study_design_scores_gemma":[0.00503073,0.003555638,0.008563326,0.007880781,0.004737841,0.001778147,0.00005536713,0.005050175,0.1034308,0.00004566925,0.8582318,0.001639717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936361,0.03369798,0.00000204118,0.02697568,0.0003816879,0.001712639,0.0007394475,0.00005618052,0.00007333424],"genre_scores_gemma":[0.8917969,0.04857205,0.00005003171,0.05380889,0.001193641,0.0003500494,0.003721968,0.00007550276,0.0004308945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2589673,"threshold_uncertainty_score":0.9998842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0513097255581873,"score_gpt":0.2406453720096275,"score_spread":0.1893356464514402,"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."}}