{"id":"W4239347184","doi":"10.33590/emj/20-00039","title":"Metastasis: A Bane of Breast Cancer Therapy","year":2020,"lang":"en","type":"article","venue":"European Medical Journal","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba","funders":"CancerCare Manitoba Foundation","keywords":"Breast cancer; Medicine; Metastasis; Cancer; Metastatic breast cancer; CA15-3; Oncology; Internal medicine; Immunotherapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001758522,0.0005630997,0.001163941,0.001186134,0.0006179496,0.002675284,0.0007800972,0.002251758,0.004729323],"category_scores_gemma":[0.002528914,0.0002172236,0.0005773368,0.0008745531,0.00166274,0.002981553,0.001216226,0.004772039,0.002426893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443726,"about_ca_system_score_gemma":0.001354861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007808462,"about_ca_topic_score_gemma":0.001719239,"domain_scores_codex":[0.9991645,0.0002495886,0.00007678647,0.000105566,0.0003208943,0.00008263527],"domain_scores_gemma":[0.9982692,0.0008355766,0.0001595103,0.000111602,0.0004182932,0.0002058257],"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":[0.0002217459,0.0001090524,0.0009555045,0.003363164,0.00009834958,0.000517651,0.0001843011,0.0003442245,0.003794938,0.0443104,0.1735638,0.7725368],"study_design_scores_gemma":[0.00002687091,0.0001738594,0.0007857714,0.00159602,0.0000381387,0.001558854,0.0001368297,0.000200334,0.0007992675,0.01259263,0.9820707,0.00002080843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0008468604,0.9340842,0.0009244937,0.05142907,0.006330089,0.00001160595,0.00003513327,0.00004188748,0.006296691],"genre_scores_gemma":[0.01440704,0.9435544,0.00109776,0.01631877,0.01460882,0.00002396743,0.00006603567,0.00002187281,0.009901401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004729323,"threshold_uncertainty_score":0.01582116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351480343098273,"score_gpt":0.2976169629308406,"score_spread":0.2624689286210132,"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."}}