{"id":"W2201476026","doi":"10.1007/978-94-007-0292-9_10","title":"Breast Cancer Liver Metastasis","year":2011,"lang":"en","type":"book-chapter","venue":"Cancer metastasis","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Breast cancer; Metastasis; CA15-3; Metastatic breast cancer; Medicine; Cancer; Breast cancer metastasis; Liver cancer; Oncology; Cancer research; Primary tumor; Lung cancer; Disease; Pathology; Internal medicine; Bone metastasis","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004620242,0.00170754,0.003061671,0.0008333893,0.0002462225,0.00008849106,0.0005956659,0.0007728764,0.1290413],"category_scores_gemma":[0.00001729,0.001505728,0.001989252,0.0003012241,0.0005374235,0.000271121,0.0003441377,0.001423207,0.001098273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120378,"about_ca_system_score_gemma":0.001661491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003527929,"about_ca_topic_score_gemma":0.001028272,"domain_scores_codex":[0.994132,0.00007042467,0.00129051,0.001939896,0.001330602,0.001236514],"domain_scores_gemma":[0.9949993,0.00008075099,0.0009541856,0.001899612,0.0009278046,0.001138367],"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":[0.00107488,0.0001955332,0.000134236,0.001469796,0.008040391,0.000657861,0.0002774287,0.00000588996,0.0002655053,0.008942243,0.1142487,0.8646875],"study_design_scores_gemma":[0.002016947,0.0001876843,0.0003969584,0.001528649,0.01726696,0.0007048027,0.00002914981,0.000004276694,0.003068088,0.0008712688,0.9723535,0.001571667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003308752,0.2506843,0.0003102637,0.002368541,0.004192308,0.002756278,0.02284789,0.0005658983,0.7159436],"genre_scores_gemma":[0.005049891,0.1979364,0.001937769,0.00303769,0.00314344,0.0007925971,0.0003956161,0.0008436714,0.7868629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8631158,"threshold_uncertainty_score":0.9996795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635011193337857,"score_gpt":0.2903048301109297,"score_spread":0.226803710777144,"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."}}