{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001682283,0.0002128859,0.0001707394,0.0004092985,0.0001899245,0.0005236844,0.0001865723,0.0003637357,0.0005083287],"category_scores_gemma":[0.0002172652,0.0001282752,0.0001456043,0.0002310888,0.0001956588,0.0002028277,0.0001708725,0.0003218321,0.0001755657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458783,"about_ca_system_score_gemma":0.000360328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005416661,"about_ca_topic_score_gemma":0.001214286,"domain_scores_codex":[0.9998648,0.00001542776,0.00001143243,0.00003859817,0.00004708342,0.00002258153],"domain_scores_gemma":[0.999859,0.00005430407,0.0000348173,0.00001292329,0.00002051619,0.00001847954],"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":[0.00002944576,0.00001812863,0.0005083026,0.00001287695,0.000002846347,0.00001061393,0.00001820046,0.0001129843,0.9956351,0.0001683774,0.0000773616,0.003405743],"study_design_scores_gemma":[0.00001814081,0.0001113152,0.005021731,0.000003819071,0.00001291992,0.00009599362,0.00002566651,0.008284497,0.9843149,0.0001389346,0.001950155,0.00002191027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231475,0.0008069319,0.07210225,0.0003344987,0.00009356097,0.00007958453,0.0008497601,0.000417011,0.002168965],"genre_scores_gemma":[0.8808749,0.0008575828,0.1140215,0.0002226653,0.00002485223,0.0001968466,0.0005549483,0.00003654822,0.003210129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005416661,"threshold_uncertainty_score":0.002509594,"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."}}