{"id":"W4211037511","doi":"10.1038/s41572-021-00261-6","title":"Liver metastases","year":2021,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":565,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Metastasis; Colorectal cancer; Pancreas; Pancreatic cancer; Cancer; Liver transplantation; Pathology; Oncology; Cancer research; Internal medicine; Transplantation","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":[0.0002024844,0.0005248614,0.0008351933,0.001065615,0.0001692993,0.0007640061,0.0003465991,0.0005903584,0.0202875],"category_scores_gemma":[0.0005775732,0.0001510154,0.000375833,0.0008227688,0.0002215927,0.0005109303,0.0004656536,0.0009348592,0.008735828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622156,"about_ca_system_score_gemma":0.0005627064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295201,"about_ca_topic_score_gemma":0.003353006,"domain_scores_codex":[0.9998873,0.00001857627,0.00001088577,0.00002552214,0.00003926035,0.00001853013],"domain_scores_gemma":[0.9998779,0.00003969274,0.00002326636,0.000008329926,0.00003330868,0.00001749045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007353108,0.00001997217,0.0001782002,0.00514308,0.00005346771,0.0002447406,0.00001399784,0.0001533357,0.001309875,0.00146594,0.1098597,0.8814841],"study_design_scores_gemma":[0.00005923134,0.00007915333,0.001075083,0.003058435,0.0001218012,0.002903005,0.00002139007,0.00009717307,0.0006282618,0.001161157,0.9907832,0.0000121713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00036258,0.9846704,0.0004787195,0.0009217666,0.001186661,0.00002109898,0.0001906502,0.00005353431,0.01211457],"genre_scores_gemma":[0.008162465,0.9673826,0.0005850008,0.002034085,0.001704908,0.00003779656,0.0007473531,0.0000161064,0.01932966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0202875,"threshold_uncertainty_score":0.06786841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136087620323244,"score_gpt":0.3706732147135502,"score_spread":0.2345855943903062,"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."}}