{"id":"W4402513843","doi":"10.3390/cancers16183148","title":"Histopathological Growth Patterns Determine the Outcomes of Colorectal Cancer Liver Metastasis Following Liver Resection","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Colorectal cancer; Multivariate analysis; Metastasis; Internal medicine; Cancer; Gastroenterology; Oncology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004578481,0.0002193055,0.0001276702,0.0007513214,0.0002246626,0.000375531,0.0002301104,0.000191791,0.001868791],"category_scores_gemma":[0.00280766,0.0001090952,0.0001794325,0.0005341985,0.0003071322,0.0002399711,0.0003106534,0.0002054564,0.0002768111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003472606,"about_ca_system_score_gemma":0.0002764461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051246,"about_ca_topic_score_gemma":0.006597431,"domain_scores_codex":[0.9997416,0.00006265011,0.00002785214,0.00003650155,0.00007672801,0.00005457705],"domain_scores_gemma":[0.9975268,0.0004201114,0.001364126,0.00007163814,0.0002606914,0.000356667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007249253,0.000003649963,0.9985366,0.000004784083,0.000009236136,0.00007388193,0.00001085518,0.00003195598,0.000283503,0.000003184134,0.00003058184,0.0009393828],"study_design_scores_gemma":[0.000001451232,0.00003113652,0.999316,0.000002897374,0.000007602121,0.0003447843,0.00003208629,0.0000831369,0.0001194144,0.000005845516,0.00005451855,0.000001202488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991555,0.0002645276,0.00006820336,0.00003454856,0.000003254604,0.000005944689,0.0001154842,0.000003137304,0.0003494903],"genre_scores_gemma":[0.999667,0.00005388207,0.00004208592,0.000006992146,0.000006303007,0.000002561769,0.0001467716,0.000001203404,0.00007317946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003051246,"threshold_uncertainty_score":0.006251693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07625663932589709,"score_gpt":0.2922584278843034,"score_spread":0.2160017885584063,"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."}}