{"id":"W2175681772","doi":"10.1039/c5an02156a","title":"Clinical evaluation of a novel microfluidic device for epitope-independent enrichment of circulating tumour cells in patients with small cell lung cancer","year":2015,"lang":"en","type":"article","venue":"The Analyst","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"Cancer Research UK; ANGLE","keywords":"Epitope; Microfluidics; Lung cancer; Cell; Cancer research; Lung; Cancer; Medicine; Pathology; Oncology; Chemistry; Immunology; Internal medicine; Antibody; Materials science; Nanotechnology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002383601,0.0001039133,0.0004111196,0.00008450191,0.00001807047,0.000004020995,0.00009852236,0.00004081484,0.00001851119],"category_scores_gemma":[0.00005058724,0.00006683821,0.0001172689,0.0002491068,0.00003254024,0.00002396414,0.00003325649,0.0000947673,5.769291e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190289,"about_ca_system_score_gemma":0.0004808782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842849,"about_ca_topic_score_gemma":0.0003561785,"domain_scores_codex":[0.9984278,0.0001047216,0.0005747541,0.0002003778,0.0005377786,0.0001545876],"domain_scores_gemma":[0.9984343,0.00008934473,0.0004001157,0.0002612422,0.0007371519,0.00007785498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001129698,0.0017609,0.8452931,0.0005515899,0.0004970544,0.000001154999,0.001516945,0.002832194,0.1271724,0.000005785921,0.0005844949,0.01865468],"study_design_scores_gemma":[0.0588457,0.001691262,0.5881409,0.001200976,0.0126449,0.000002211634,0.002348308,0.02327463,0.3099928,0.00002055134,0.001360956,0.0004767295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939775,0.002932194,0.00167445,0.00006604248,0.0001071192,0.001064653,0.00003650244,0.000002822633,0.0001387263],"genre_scores_gemma":[0.9985902,0.00008798406,0.001048048,0.00008053233,0.0000677944,0.00005095664,0.00002128449,0.00001385499,0.00003932416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2571522,"threshold_uncertainty_score":0.2785849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0925096858974893,"score_gpt":0.3662841646169191,"score_spread":0.2737744787194298,"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."}}