{"id":"W2557810535","doi":"10.1002/anie.201608983","title":"Profiling Functional and Biochemical Phenotypes of Circulating Tumor Cells Using a Two‐Dimensional Sorting Device","year":2016,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research","keywords":"Circulating tumor cell; Phenotype; Biology; Cell sorting; Cancer research; Cancer cell; Cancer; Tumor progression; Metastasis; Flow cytometry; Immunology; Gene; Genetics","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":[0.0001617152,0.0001145885,0.0001747551,0.00008760861,0.00004506884,0.0000104971,0.00003669829,0.00004223627,0.0003092029],"category_scores_gemma":[0.0001423016,0.00008880055,0.00007919359,0.0000791339,0.00008096759,0.0001442987,0.00004844784,0.00007851835,0.000003825834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268651,"about_ca_system_score_gemma":0.0000944522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003614517,"about_ca_topic_score_gemma":0.000001422779,"domain_scores_codex":[0.9989282,0.000008589372,0.0003111082,0.000247489,0.0003667969,0.0001378111],"domain_scores_gemma":[0.999223,0.000108821,0.0002030743,0.00007927585,0.0003082296,0.00007760907],"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":[0.0001341224,0.00005486478,0.002588785,0.00006393567,0.00007683045,0.000007843058,0.0000245241,0.00003583682,0.9953841,0.0001217364,0.0002712347,0.001236215],"study_design_scores_gemma":[0.001327767,0.00002422685,0.0007556221,0.0004015921,0.00008528953,0.0001065966,0.00003649651,0.0005717317,0.9961034,0.0002768578,0.0002092994,0.0001011086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945488,0.0001774702,0.003257078,0.0003658488,0.0005857076,0.0001178134,0.00007726613,0.00002430317,0.0008457016],"genre_scores_gemma":[0.99236,0.00001061522,0.005899434,0.000234424,0.00130596,0.000009154941,0.0001033395,0.00001579421,0.00006129937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002642355,"threshold_uncertainty_score":0.3621181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0337325449434286,"score_gpt":0.2903189410055191,"score_spread":0.2565863960620905,"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."}}