{"id":"W3202994120","doi":"","title":"The Origin of Tumor Cell Heterogeneity","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Cancer stem cell; Carcinogenesis; Mitosis; Stem cell; Progenitor cell; Cell division; Somatic evolution in cancer; Cancer research; Cell; Tumor progression; clone (Java method); Genetics; Cell cycle; Cell biology; Cancer; DNA","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":[0.0003604864,0.0001618236,0.000353047,0.0008407904,0.0003800115,0.0008248475,0.0003709728,0.0004710902,0.0007721349],"category_scores_gemma":[0.0007517364,0.0001318666,0.0002403757,0.0004957802,0.0006143376,0.0007742218,0.0009081106,0.0007889167,0.0003375362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007545559,"about_ca_system_score_gemma":0.0003784012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007062494,"about_ca_topic_score_gemma":0.0003972858,"domain_scores_codex":[0.9996574,0.00005606061,0.00001841433,0.00011017,0.00009424178,0.000063685],"domain_scores_gemma":[0.999493,0.0001765516,0.00007612795,0.00007066569,0.0001102943,0.00007333627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000625411,0.000086514,0.05520004,0.001133587,0.0001700367,0.009864115,0.002537997,0.00300849,0.4929119,0.1505743,0.005914386,0.2779732],"study_design_scores_gemma":[0.00008868384,0.0006270292,0.0992163,0.0003631383,0.0003631324,0.05778472,0.002057411,0.01064367,0.4356798,0.09800901,0.2949932,0.0001738658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7791781,0.1010216,0.08050609,0.00403041,0.0005313352,0.0002056368,0.0006491223,0.0004009526,0.03347676],"genre_scores_gemma":[0.9842482,0.006606996,0.005209307,0.0004212151,0.0002161915,0.00005875431,0.0002115346,0.00003774201,0.002989926],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0008407904,"threshold_uncertainty_score":0.005474687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008743473763677019,"score_gpt":0.2257688679492645,"score_spread":0.2170253941855875,"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."}}