{"id":"W2741515220","doi":"10.1158/1538-7445.am2017-2912","title":"Abstract 2912: Size based enrichment and sorting of Ov90 cancer cells and clusters with a new multistage filtration cartridge reveals distinct phenotypes","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University","funders":"","keywords":"Filtration (mathematics); Cartridge; Population; Chemistry; Size-exclusion chromatography; Cell; Cytoplasm; Cluster (spacecraft); Circulating tumor cell; Cell sorting; Cancer cell; Chromatography; Biophysics; Metastasis; Cancer; Biology; Materials science; Biochemistry; Genetics; Medicine; Computer science; Mathematics","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":[0.0002522507,0.0004284026,0.0003815965,0.0004168017,0.0002119765,0.0007313099,0.00044557,0.0007275916,0.00224188],"category_scores_gemma":[0.000273355,0.0002579617,0.000498697,0.0002555882,0.000195988,0.0002898194,0.00027924,0.000473429,0.001777089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003675219,"about_ca_system_score_gemma":0.0002734971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009236003,"about_ca_topic_score_gemma":0.001371328,"domain_scores_codex":[0.9996496,0.00001659388,0.00002605718,0.00009280652,0.0001624381,0.00005245884],"domain_scores_gemma":[0.9997323,0.00006097623,0.00005525306,0.00003311571,0.00006378996,0.00005451916],"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":[0.00001557348,0.00001060962,0.00008782456,0.00001078445,0.000002025191,0.00001527835,0.000007203245,0.00002646084,0.9989113,0.00001402747,0.00005295219,0.0008459231],"study_design_scores_gemma":[0.000006277889,0.00009126782,0.005468239,0.00000357269,0.000008407972,0.0001431492,0.000007036844,0.001690174,0.9907039,0.00001545835,0.001853313,0.000009176988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165608,0.001149118,0.07507176,0.0002914869,0.0000824161,0.0002317085,0.001844295,0.001469511,0.003299017],"genre_scores_gemma":[0.8590844,0.0008263518,0.1194336,0.0004213847,0.00004865092,0.0002415559,0.004492327,0.0004582801,0.01499348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00224188,"threshold_uncertainty_score":0.007499814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07369438283546322,"score_gpt":0.3958786462738577,"score_spread":0.3221842634383945,"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."}}