{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002788995,0.0001345538,0.0002899528,0.0000394962,0.00004785696,0.00001929019,0.00003242547,0.00003878375,0.00005197417],"category_scores_gemma":[0.00005989988,0.0001130521,0.00004733697,0.0001582578,0.00004571322,0.00007905167,0.00001499764,0.0001151468,0.000001537003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747058,"about_ca_system_score_gemma":0.0003315685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004432007,"about_ca_topic_score_gemma":0.0004082546,"domain_scores_codex":[0.9988307,0.00007268017,0.0003250486,0.0002629035,0.0003035974,0.0002051214],"domain_scores_gemma":[0.999179,0.00006802921,0.0002005801,0.0002143801,0.0001681279,0.0001698492],"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":[0.004095858,0.0006180445,0.06223429,0.0007456906,0.00004695778,0.00002920084,0.002390447,0.001764805,0.925779,0.000004831259,0.0002562761,0.002034522],"study_design_scores_gemma":[0.01027362,0.00105399,0.0749039,0.0005473791,0.0002884113,0.00000201999,0.0004781192,0.007890675,0.9025386,0.0001313759,0.001575122,0.0003168091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979413,0.0002277227,0.00001241242,0.00005031766,0.0001242634,0.0004881623,0.0004722041,0.00001449822,0.0006691901],"genre_scores_gemma":[0.9974916,0.000008367598,0.002122614,0.000180846,0.0000442441,0.00001304675,0.00004637087,0.00001822055,0.00007468551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02324049,"threshold_uncertainty_score":0.6699898,"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."}}