{"id":"W2790039224","doi":"10.1158/1538-7445.sabcs17-p2-01-05","title":"Abstract P2-01-05: Comprehensive analysis of genomic alterations in tumor tissue associated with presence of various subpopulations of circulating tumor cells (CTCs) in primary breast cancer","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Circulating tumor cell; Breast cancer; Cancer research; microRNA; Gene; Cancer; Primary tumor; Biology; Epithelial–mesenchymal transition; Metastasis; 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":[0.0001841103,0.0001946239,0.0003629245,0.0005231976,0.0001871864,0.000319768,0.0001565105,0.0002230118,0.001553689],"category_scores_gemma":[0.0003179447,0.0001199165,0.0002174847,0.0005783816,0.0001240376,0.00009880558,0.0002463942,0.0002361914,0.00027804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525984,"about_ca_system_score_gemma":0.0002003475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004436945,"about_ca_topic_score_gemma":0.0006321908,"domain_scores_codex":[0.9998426,0.00002189106,0.00001098139,0.00005433509,0.00004322496,0.00002684065],"domain_scores_gemma":[0.9998079,0.00003317179,0.00005777785,0.00001626318,0.0000345081,0.00005034987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002712544,0.0002041461,0.4899507,0.0003265428,0.0002514658,0.001411001,0.0001600994,0.0004491131,0.4731761,0.00009858783,0.001679338,0.0295803],"study_design_scores_gemma":[0.00004303984,0.0006373391,0.9632846,0.000007973043,0.0001558853,0.003917274,0.00008559013,0.0007986308,0.02906982,0.00005775582,0.001934608,0.000007501247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996316,0.0004420878,0.0007091631,0.00003161866,0.000004439832,0.0000214777,0.00204894,0.00003836911,0.0003880015],"genre_scores_gemma":[0.9944462,0.0001431912,0.001329059,0.00004113897,0.000009236363,0.00002791431,0.00358045,0.00001405378,0.0004087678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001553689,"threshold_uncertainty_score":0.005197585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635996448107265,"score_gpt":0.3835661533446472,"score_spread":0.3199665085339207,"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."}}