{"id":"W1522085485","doi":"10.1002/ijc.29399","title":"Identification of genomic signatures in circulating tumor cells from breast cancer","year":2014,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Manitoba; Ottawa Hospital; University Health Network; George & Fay Yee Centre for Healthcare Innovation; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Canadian Cancer Society","keywords":"Circulating tumor cell; Intravasation; Metastasis; PTEN; Breast cancer; Biology; Cancer research; Primary tumor; Metastatic breast cancer; Cancer; Genetics; PI3K/AKT/mTOR pathway","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009084232,0.00009697844,0.0002345174,0.0008217577,0.00009271278,0.0002360595,0.0001170806,0.0001900928,0.001140057],"category_scores_gemma":[0.0005747456,0.00007778464,0.00009021516,0.0005896709,0.0001105429,0.0000836355,0.000185854,0.0001562211,0.0002315605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001376349,"about_ca_system_score_gemma":0.00007219642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000721005,"about_ca_topic_score_gemma":0.001156355,"domain_scores_codex":[0.9998616,0.00001268652,0.00001128584,0.00003493037,0.00004964332,0.00002982668],"domain_scores_gemma":[0.9997683,0.00005346282,0.00007891384,0.000020183,0.00003767977,0.00004143763],"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":[0.0007823891,0.00005092776,0.3470322,0.0001193231,0.00006628917,0.001164414,0.0003100375,0.0002827743,0.618966,0.0001238947,0.0003069716,0.0307949],"study_design_scores_gemma":[0.00002769276,0.0002752264,0.9596115,0.000007468704,0.00005790484,0.005484074,0.0001174969,0.0009668513,0.03187782,0.0001516423,0.001414055,0.000008262869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984764,0.0004002438,0.0004804676,0.00001628864,0.000002788128,0.000006324288,0.0003381199,0.00001679095,0.0002625862],"genre_scores_gemma":[0.9983678,0.0001401483,0.0005579784,0.00001253275,0.000005587923,0.000008965647,0.000621703,0.000004499195,0.0002807537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001140057,"threshold_uncertainty_score":0.003813863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009599250196302898,"score_gpt":0.3029780607110272,"score_spread":0.2933788105147243,"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."}}