{"id":"W4234938046","doi":"10.1002/ange.201608983","title":"Profiling Functional and Biochemical Phenotypes of Circulating Tumor Cells Using a Two‐Dimensional Sorting Device","year":2016,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Circulating tumor cell; Phenotype; Biology; Cell sorting; Tumor progression; Cancer research; Cancer cell; Cancer; Metastasis; Flow cytometry; Immunology; Gene; Genetics","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":[0.0001502007,0.0001781695,0.000137156,0.0003485197,0.0001565301,0.0004749969,0.000143311,0.0002970157,0.0005527636],"category_scores_gemma":[0.0001795747,0.00009744026,0.0001070823,0.0001929924,0.0001591636,0.0001729556,0.0001373082,0.0002519976,0.0001643104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257621,"about_ca_system_score_gemma":0.0002557654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005218081,"about_ca_topic_score_gemma":0.0009312069,"domain_scores_codex":[0.9998988,0.00001330743,0.000008690861,0.00002818811,0.00003313386,0.00001784934],"domain_scores_gemma":[0.9998677,0.0000415362,0.000034078,0.00001185353,0.00002516534,0.00001970544],"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":[0.00003106649,0.0000171924,0.0006090709,0.00001044479,0.000002379221,0.000008552278,0.00001258064,0.0001279574,0.9968224,0.0001178359,0.00007114102,0.002169532],"study_design_scores_gemma":[0.00001506397,0.00009877179,0.004534187,0.000002750289,0.00001000413,0.0000572913,0.00002099456,0.00984138,0.9840739,0.00009954363,0.001230744,0.00001546515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625615,0.0004605671,0.03459118,0.0001892333,0.00005585656,0.00004623188,0.0006082629,0.0002552951,0.001231843],"genre_scores_gemma":[0.9475937,0.0003184821,0.04928152,0.0001235468,0.00001495352,0.00009656474,0.000366207,0.00002066907,0.002184462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005527636,"threshold_uncertainty_score":0.002363622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085605586880951,"score_gpt":0.2816370458826996,"score_spread":0.2407809900138901,"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."}}