{"id":"W2342175977","doi":"10.1590/0102-6720201600010003","title":"I BRAZILIAN CONSENSUS ON MULTIMODAL TREATMENT OF COLORECTAL LIVER METASTASES. MODULE 2: APPROACH TO RESECTABLE METASTASES","year":2016,"lang":"en","type":"article","venue":"ABCD Arquivos Brasileiros de Cirurgia Digestiva (São Paulo)","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Colorectal cancer; Multimodal therapy; Metastasis; Clinical Practice; Radiology; Oncology; Internal medicine; Cancer; General surgery; Family 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003817678,0.0008226753,0.001358072,0.0005271577,0.0002088503,0.00004775694,0.0002660257,0.0002841779,0.0005162956],"category_scores_gemma":[0.0004360296,0.0005473163,0.0006199442,0.0005966933,0.0003103388,0.0001419374,0.00009818815,0.0001814567,0.0003556354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000663171,"about_ca_system_score_gemma":0.0003668304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005528013,"about_ca_topic_score_gemma":0.00007778786,"domain_scores_codex":[0.9957516,0.000428432,0.0007788378,0.001144404,0.0007242638,0.001172444],"domain_scores_gemma":[0.9964505,0.001064615,0.0002582592,0.001025044,0.0002493496,0.0009522251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005317364,0.008031629,0.8286917,0.0001914935,0.001710971,0.00165106,0.00159229,0.00005232113,0.1262171,0.0004002783,0.003043295,0.02310054],"study_design_scores_gemma":[0.01147345,0.008585859,0.3457985,0.0003978148,0.001300453,0.0005089372,0.0003585798,0.001073348,0.626703,0.00004907231,0.002869751,0.0008812923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990798,0.0007862335,0.0003558339,0.0004560229,0.0001338417,0.002846541,0.001182717,0.0002157287,0.003225106],"genre_scores_gemma":[0.9895372,0.0001266268,0.007269348,0.0002166504,0.0001713798,0.0006254942,0.0002537879,0.0001369232,0.001662547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5004858,"threshold_uncertainty_score":0.9996979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05776995074708478,"score_gpt":0.2761095778901423,"score_spread":0.2183396271430576,"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."}}