{"id":"W3147172847","doi":"10.1158/0008-5472.sabcs13-bs01-1","title":"Abstract BS01-1: Genetic and non-genetic mechanisms contribute to longterm clonal growth dynamics and therapy resistance","year":2013,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Somatic evolution in cancer; Genetic heterogeneity; Biology; Cancer stem cell; Epigenetics; Stem cell; Genetics; Gene; Cancer; Leukemia; Tumor progression; Cancer research; Phenotype","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":[0.0006127391,0.0001810315,0.0003206759,0.0005443878,0.0002560399,0.0007095003,0.0003095451,0.0005007841,0.006394698],"category_scores_gemma":[0.0009802212,0.0001296116,0.0001901124,0.0002691356,0.0002348096,0.0002274846,0.0002967768,0.0007191336,0.001112111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004614138,"about_ca_system_score_gemma":0.0002159208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006644584,"about_ca_topic_score_gemma":0.0003571018,"domain_scores_codex":[0.999739,0.00006748128,0.00001643612,0.00003423844,0.00009272448,0.00005013525],"domain_scores_gemma":[0.9991564,0.0003145714,0.0001807713,0.00007566001,0.0001208629,0.0001517337],"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":[0.002728359,0.0007753002,0.1009426,0.0002366301,0.00009557091,0.001005767,0.0001874931,0.002599298,0.807712,0.004694527,0.00637395,0.07264846],"study_design_scores_gemma":[0.0004050453,0.006168325,0.5907035,0.00009573991,0.0002282366,0.008151878,0.0004290474,0.02393842,0.3310512,0.005234325,0.03354247,0.0000518024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894844,0.001759471,0.001413317,0.0004631897,0.00003523199,0.00006444581,0.0005908125,0.0001291653,0.006059884],"genre_scores_gemma":[0.9954262,0.000287074,0.0003548834,0.0001475914,0.00003536374,0.00003660739,0.000707034,0.00002965246,0.002975609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006394698,"threshold_uncertainty_score":0.02139235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519541879971608,"score_gpt":0.3044449925489504,"score_spread":0.2892495737492343,"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."}}