{"id":"W1998211868","doi":"10.4161/cc.22936","title":"Mesenchymal traits and cancer stem cells in mammospheres","year":2012,"lang":"en","type":"letter","venue":"Cell Cycle","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences; University of Waterloo","funders":"","keywords":"Biology; Mesenchymal stem cell; Cancer stem cell; Stem cell; Cell biology; Cancer research; Cancer; Genetics","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":[],"category_scores_codex":[0.0001089156,0.0003131298,0.0006090634,0.00007505506,0.00003052547,0.00002424791,0.00009601226,0.0004829599,0.001823827],"category_scores_gemma":[0.000001342712,0.0002744291,0.0001197381,0.0001316992,0.00009176574,0.00005625084,0.00005600623,0.001037717,0.000078292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321226,"about_ca_system_score_gemma":0.0001384324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009916455,"about_ca_topic_score_gemma":0.0001325599,"domain_scores_codex":[0.9983951,0.00004715045,0.0002857973,0.0004248236,0.0002829406,0.0005641461],"domain_scores_gemma":[0.9994709,0.00004746104,0.0001103826,0.0002133354,0.00003077769,0.0001270682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004367247,0.00006884468,0.0005481114,0.001458298,0.00005133574,0.0003823307,0.0003862742,0.000004892177,0.007916999,0.000001236388,0.9142159,0.07492214],"study_design_scores_gemma":[0.001041801,0.00004480864,0.001008734,0.0002035964,0.0002399933,0.00001867274,0.00006353218,0.000006831028,0.01831,0.000008296267,0.9787665,0.0002872498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.426877,0.2042643,0.00002537173,0.2914169,0.003445582,0.002612442,0.0006585767,0.0001819543,0.07051793],"genre_scores_gemma":[0.2604037,0.01179062,0.0007918733,0.562094,0.01050222,0.0002998797,0.0001145456,0.0003938994,0.1536092],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2706771,"threshold_uncertainty_score":0.9999708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950798023740859,"score_gpt":0.251569376289965,"score_spread":0.2320613960525564,"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."}}