{"id":"W3042596882","doi":"10.2174/1574892815666200713145931","title":"Cancer Stem Cells and their Management in Cancer Therapy","year":2020,"lang":"en","type":"review","venue":"Recent Patents on Anti-Cancer Drug Discovery","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer stem cell; Cancer; Carcinogenesis; Cancer research; Metastasis; Stem cell; Population; Biology; Cancer cell; Epigenetics; Immunology; Medicine; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002191755,0.001173433,0.003388813,0.0004136756,0.00008849752,0.0001581488,0.0003667208,0.0002459776,0.0006118914],"category_scores_gemma":[0.000001712257,0.0007948468,0.0006696922,0.0009010051,0.0001316787,0.0002177405,0.0002259175,0.0008278468,0.00004203038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270889,"about_ca_system_score_gemma":0.0006914387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162007,"about_ca_topic_score_gemma":0.0003029312,"domain_scores_codex":[0.9957221,0.0002091319,0.001040776,0.001573833,0.0006221099,0.000832063],"domain_scores_gemma":[0.99823,0.00005692921,0.0005937439,0.000691283,0.00006639742,0.0003615852],"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":[0.0002467125,0.0004895798,0.0003260989,0.01420405,0.001665171,0.00009882396,0.0001676712,0.00001831877,0.00003663748,0.00001829437,0.004278996,0.9784496],"study_design_scores_gemma":[0.00252549,0.00008378657,0.0001011877,0.02783995,0.0009363645,0.000003745712,0.0001539416,0.000008341658,0.0009953601,0.00000377837,0.9665848,0.0007632651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002164474,0.9883987,0.000004945516,0.001126086,0.002179095,0.00348835,0.001813984,0.00006353878,0.0007607859],"genre_scores_gemma":[0.0002871703,0.9887522,0.00001132599,0.001442553,0.0005376632,0.001599017,0.0001158414,0.0002231229,0.007031085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9776864,"threshold_uncertainty_score":0.9994503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09174240094561915,"score_gpt":0.3487385444525412,"score_spread":0.256996143506922,"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."}}