{"id":"W2318350339","doi":"10.1158/0008-5472.sabcs11-p4-07-02","title":"P4-07-02: Detection, Enrichment, Characterization and Propagation of Circulating Tumour Cells from Patients with Advanced Metastatic Breast Cancer.","year":2011,"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":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Circulating tumor cell; Ficoll; Peripheral blood mononuclear cell; Flow cytometry; Cancer; Cytokeratin; Breast cancer; Medicine; Metastatic breast cancer; Cancer research; Pathology; Cancer cell; In vitro; Immunology; Internal medicine; Biology; Metastasis; Immunohistochemistry","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":[0.0003687917,0.0002649389,0.0003078223,0.000402761,0.0002381479,0.0004220804,0.0003508322,0.0004032468,0.002716532],"category_scores_gemma":[0.0007022059,0.0001464955,0.0001381983,0.0003404897,0.0001477914,0.0001207456,0.0002948849,0.0003889378,0.001213957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912195,"about_ca_system_score_gemma":0.0002955018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009475437,"about_ca_topic_score_gemma":0.0007005168,"domain_scores_codex":[0.9998059,0.00003947012,0.00001379761,0.00005295949,0.0000509443,0.00003697095],"domain_scores_gemma":[0.9997575,0.00007240198,0.00002654642,0.00002484772,0.00005143753,0.00006717828],"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":[0.003379532,0.000787644,0.2017741,0.0002940119,0.00005641003,0.002620901,0.0003387568,0.0003058856,0.7252621,0.0001244693,0.003778592,0.06127761],"study_design_scores_gemma":[0.0005606479,0.01076471,0.639145,0.0000514175,0.0002173175,0.02588222,0.0003839608,0.003908971,0.2901956,0.0002420201,0.02861526,0.00003284249],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944232,0.0007722909,0.001528738,0.0001090067,0.00002034147,0.0001540757,0.001451824,0.0001041878,0.001436258],"genre_scores_gemma":[0.982213,0.00038598,0.006421753,0.000157768,0.00004812988,0.0002498526,0.007625388,0.00004159232,0.00285652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002716532,"threshold_uncertainty_score":0.009087741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637662666290972,"score_gpt":0.3229108796665042,"score_spread":0.2765342530035945,"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."}}