{"id":"W2331592886","doi":"10.1158/1538-7445.am2013-811","title":"Abstract 811: Identifying genomic signatures within circulating breast cancer cells.","year":2013,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ottawa Hospital; Ontario Genomics","funders":"","keywords":"Circulating tumor cell; Breast cancer; Metastasis; Copy number analysis; Primary tumor; Metastatic breast cancer; Cancer; Biology; Amplicon; Cancer research; Oncology; Copy-number variation; Medicine; Gene; Genome; 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":[0.0001501987,0.0001812431,0.0003126051,0.0004903149,0.0001280122,0.0002809801,0.0001546353,0.0002222449,0.003370269],"category_scores_gemma":[0.0004015327,0.00008794075,0.00009089536,0.0004820128,0.0001240915,0.00007757309,0.0001487955,0.0002170675,0.0008984717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813704,"about_ca_system_score_gemma":0.000126162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007001794,"about_ca_topic_score_gemma":0.0009292677,"domain_scores_codex":[0.9998708,0.00001397928,0.000008422947,0.00004156688,0.00003936824,0.00002585627],"domain_scores_gemma":[0.9998657,0.00003808897,0.00002786136,0.00001350327,0.00002611085,0.0000287373],"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":[0.0009597876,0.00008957478,0.06353459,0.0002571948,0.00003200195,0.0005897733,0.0001175991,0.0001854948,0.8910211,0.00009962225,0.001534733,0.04157852],"study_design_scores_gemma":[0.0001528339,0.001322294,0.6075534,0.00003433648,0.0001346639,0.009569337,0.0001128778,0.002290169,0.3645507,0.0003043601,0.01395844,0.00001657309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879187,0.001451322,0.004794766,0.0001314285,0.00002803219,0.00006376893,0.003615015,0.0001827597,0.001814225],"genre_scores_gemma":[0.9811705,0.0004793293,0.007461454,0.00009005889,0.00002965344,0.00007016269,0.007516698,0.00004117609,0.003140881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003370269,"threshold_uncertainty_score":0.01127464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0413540625713226,"score_gpt":0.3548835643110421,"score_spread":0.3135295017397195,"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."}}