{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002417515,0.00008067405,0.000250636,0.000195606,0.000009337653,0.00001729562,0.0001676665,0.00003309023,0.0008692464],"category_scores_gemma":[0.00002597916,0.00006937678,0.0001233992,0.00007089457,0.00003112897,0.00009915201,0.00002037659,0.000171928,0.00000242089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978019,"about_ca_system_score_gemma":0.0002173899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665564,"about_ca_topic_score_gemma":0.0003374475,"domain_scores_codex":[0.9987219,0.00002867527,0.0005987647,0.0001098592,0.0004501364,0.00009066571],"domain_scores_gemma":[0.998626,0.00005538955,0.0006721813,0.00008425846,0.0005041237,0.00005806356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004456324,0.00008504758,0.03152211,0.00002745488,0.0003067163,0.00002175974,0.0002682979,0.0118216,0.8817296,0.00007422896,0.0005156336,0.07318193],"study_design_scores_gemma":[0.003882176,0.00005566496,0.7410727,0.001031845,0.0002854185,0.00006421077,0.0001244411,0.002661863,0.2422464,0.0004042532,0.008006596,0.0001644198],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920257,0.004173318,0.0004025587,0.001256395,0.00168767,0.00006862483,0.0002402972,0.000002901633,0.0001425801],"genre_scores_gemma":[0.9974605,0.0007141787,0.0001905018,0.0003962308,0.001164944,0.000005198062,0.000004045859,0.00001301018,0.00005141316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7095506,"threshold_uncertainty_score":0.9517638,"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."}}