{"id":"W4255639142","doi":"10.1002/ange.201409376","title":"Nanoparticle‐Mediated Binning and Profiling of Heterogeneous Circulating Tumor Cell Subpopulations","year":2014,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Circulating tumor cell; Phenotype; Population; Mesenchymal stem cell; Computational biology; Cancer research; Biology; Cancer; Medicine; Metastasis; Cell biology; Gene; 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":[0.0002604825,0.0002388405,0.0002618041,0.0004158833,0.0001807097,0.000476063,0.000211568,0.0003559839,0.0007206714],"category_scores_gemma":[0.0003398065,0.0001419041,0.0001288673,0.000291983,0.000243398,0.0002478515,0.0003416443,0.0004177004,0.0002544413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003200703,"about_ca_system_score_gemma":0.0002208806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005495517,"about_ca_topic_score_gemma":0.0009928212,"domain_scores_codex":[0.999757,0.00003044913,0.00001328429,0.00008492079,0.00007676485,0.00003771256],"domain_scores_gemma":[0.9998411,0.00005453685,0.00002878811,0.00001931269,0.00003511683,0.00002102053],"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":[0.00005737877,0.00002517961,0.0002359785,0.00001763305,0.000004318624,0.00001324896,0.00002631505,0.0003205518,0.9948413,0.0002052157,0.00007821289,0.004174765],"study_design_scores_gemma":[0.000006130067,0.00006616276,0.0009404126,0.000001900633,0.000004574862,0.00002710546,0.00001016432,0.005191062,0.9927208,0.00007804291,0.0009477418,0.000005784491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8858742,0.00123497,0.1094536,0.0001355564,0.00007078602,0.0001079695,0.0003992768,0.0005358071,0.002187991],"genre_scores_gemma":[0.9490136,0.000445273,0.04644677,0.0001071859,0.00001371331,0.0001217363,0.0002871597,0.00007289173,0.003491718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007206714,"threshold_uncertainty_score":0.002410889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080037432628946,"score_gpt":0.2534384707615722,"score_spread":0.2326380964352827,"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."}}