{"id":"W4385261209","doi":"10.1007/978-981-99-3185-9_7","title":"Cancer Stem Cells in Cancer Initiation and Progression","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cancer stem cell; Cancer; Cancer research; Tumor initiation; Cancer cell; Metastasis; Biology; Stem cell; Tumor microenvironment; Tumor progression; Cell biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001942324,0.000427099,0.000331117,0.0007630254,0.0005656821,0.001811437,0.0004622247,0.0006841811,0.02735639],"category_scores_gemma":[0.0002206114,0.0001702246,0.0001859098,0.0007857793,0.0007622489,0.001350713,0.0007718939,0.001421703,0.008837479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000937291,"about_ca_system_score_gemma":0.0008380504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457239,"about_ca_topic_score_gemma":0.004643271,"domain_scores_codex":[0.999925,0.00001323622,0.000002328542,0.000008260149,0.00004338158,0.000007764407],"domain_scores_gemma":[0.9999386,0.0000312733,0.000002742716,0.000003898992,0.00001561144,0.000007914023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000205657,0.00004101888,0.00006358839,0.0003777239,0.000004200305,0.0001299794,0.0005384573,0.0006567122,0.002752377,0.4531587,0.2851603,0.2570964],"study_design_scores_gemma":[0.000001656693,0.000005687212,0.0000440462,0.00008767514,0.00000155089,0.00008847341,0.00005763931,0.000108875,0.0004178334,0.02953019,0.969654,0.00000232086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001379511,0.1042121,0.007866827,0.004496128,0.003316964,0.0000591714,0.0001846961,0.0001212119,0.8783634],"genre_scores_gemma":[0.007316138,0.05338552,0.003347863,0.001531296,0.0008460987,0.00006372442,0.0001357697,0.00006449792,0.9333091],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02735639,"threshold_uncertainty_score":0.09151626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06656435844067617,"score_gpt":0.338166329405765,"score_spread":0.2716019709650888,"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."}}