{"id":"W2079210721","doi":"10.1039/c5lc00226e","title":"Size and deformability based separation of circulating tumor cells from castrate resistant prostate cancer patients using resettable cell traps","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital; Vancouver Biotech (Canada); University of British Columbia","funders":"National Health and Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Prostate Cancer Canada","keywords":"Cell; Circulating tumor cell; Prostate cancer; Separation (statistics); Cancer; Cancer cell; Cancer research; Chemistry; Biology; Computer science; Medicine; Internal medicine; Biochemistry; Metastasis","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":[0.0003876385,0.0002955454,0.0002931796,0.0004735773,0.0001513728,0.0004664799,0.0003354836,0.0003924499,0.0009915541],"category_scores_gemma":[0.000844908,0.0001658344,0.0003307724,0.0001576003,0.0002150173,0.0002486714,0.0003461533,0.0004187841,0.000255283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927965,"about_ca_system_score_gemma":0.0001919963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000799776,"about_ca_topic_score_gemma":0.001195652,"domain_scores_codex":[0.9996549,0.000057858,0.00002471713,0.0000979514,0.0001269666,0.00003776914],"domain_scores_gemma":[0.9996853,0.0001128804,0.0000791686,0.00002844937,0.00005432198,0.00003987805],"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":[0.0003269064,0.00007337255,0.004894455,0.000123618,0.00003541425,0.0001407528,0.0001413101,0.0005790613,0.9728568,0.0001276464,0.0003568129,0.02034397],"study_design_scores_gemma":[0.00009963585,0.001876349,0.04251176,0.00003164904,0.0001292566,0.002213363,0.0001187854,0.02244737,0.9256985,0.0001131767,0.004650316,0.0001099011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733078,0.002244944,0.02252016,0.0002150052,0.00007155508,0.0001207375,0.0003475938,0.0002982917,0.000873895],"genre_scores_gemma":[0.974238,0.0007492367,0.02261086,0.0002584842,0.00003521175,0.00008425747,0.0006694539,0.0000495428,0.001304963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009915541,"threshold_uncertainty_score":0.003317058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824423994708837,"score_gpt":0.3016209292113665,"score_spread":0.2633766892642782,"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."}}