{"id":"W3162344820","doi":"10.1158/0008-5472.can-20-1799","title":"Phenotypic Heterogeneity and Metastasis of Breast Cancer Cells","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute of General Medical Sciences; National Cancer Institute; National Institutes of Health; Cancer Research Society; National Institute of Diabetes and Digestive and Kidney Diseases; W. M. Keck Foundation","keywords":"Metastasis; Breast cancer; Phenotype; Cancer; Breast cancer metastasis; Medicine; Oncology; Biology; Internal medicine; Cancer metastasis; Cancer research; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004983649,0.0001302915,0.0004207457,0.000141904,0.00009420466,0.00002512156,0.00009342133,0.00006626033,0.002373052],"category_scores_gemma":[0.00003044029,0.000112826,0.0001111626,0.0006669351,0.0002740992,0.00005839018,0.0001686876,0.0003236748,0.0000110852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879165,"about_ca_system_score_gemma":0.0009301354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631424,"about_ca_topic_score_gemma":0.001284515,"domain_scores_codex":[0.9981197,0.0001485737,0.0002359741,0.0004268388,0.0006218751,0.0004470218],"domain_scores_gemma":[0.9983772,0.00008024902,0.0000491241,0.0004196509,0.0007835137,0.0002902591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003769403,0.0001632744,0.01014184,0.0008134031,0.0003467538,0.00006856542,0.0001838919,0.00001304346,0.8722229,0.0001059595,0.004238598,0.1113248],"study_design_scores_gemma":[0.001181557,0.00006711474,0.02185374,0.0002104712,0.000166953,0.00005092702,0.0002135614,0.000008830623,0.9497812,0.00004711901,0.0263035,0.0001150204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652327,0.03051428,0.00002634987,0.002370942,0.0002017968,0.0002633976,0.0005269035,0.00001393276,0.0008496473],"genre_scores_gemma":[0.9786425,0.01906595,0.0003694554,0.0002253682,0.0002576083,0.0001139603,0.000009486015,0.00003159447,0.001284119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112098,"threshold_uncertainty_score":0.9985389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09832218918011627,"score_gpt":0.4206923945828093,"score_spread":0.3223702054026931,"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."}}