{"id":"W2339199066","doi":"10.1016/j.molonc.2016.04.002","title":"Gene expression profiling of single circulating tumor cells in ovarian cancer – Establishment of a multi‐marker gene panel","year":2016,"lang":"en","type":"article","venue":"Molecular Oncology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"China Scholarship Council; Deutsche Forschungsgemeinschaft","keywords":"Epithelial cell adhesion molecule; Circulating tumor cell; Cancer research; Biology; CD44; Stem cell marker; Ovarian cancer; SOX2; Homeobox protein NANOG; Cancer stem cell; Stem cell; Cancer; Cell; Metastasis; Gene; Embryonic stem cell; Induced pluripotent stem cell","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003276927,0.000143721,0.0005330094,0.0001591424,0.00001543364,0.000002414733,0.00008348707,0.0001046421,0.0001760774],"category_scores_gemma":[0.00009066237,0.0001070669,0.0001120079,0.0001927936,0.00007891322,0.00003428597,0.00008498324,0.00009066497,0.000001862731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225704,"about_ca_system_score_gemma":0.0003456495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005015423,"about_ca_topic_score_gemma":0.00005783905,"domain_scores_codex":[0.9985276,0.0001260056,0.0005193693,0.0003227393,0.000212179,0.0002920767],"domain_scores_gemma":[0.9991091,0.00006516567,0.000297398,0.0002973133,0.0001325346,0.00009850864],"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":[0.0002627979,0.0005005212,0.005488624,0.0001512626,0.00004822326,0.000281137,0.0002304028,0.0001467019,0.9741436,0.000006526209,0.00002102812,0.01871924],"study_design_scores_gemma":[0.003848916,0.000306891,0.002413156,0.0003342931,0.00008912592,0.00002974039,0.00007885932,0.00008681559,0.9919797,0.0000114713,0.0007114664,0.0001095494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888906,0.001100995,0.008565499,0.0002380965,0.0002281463,0.0005300511,0.00004687242,0.000009962395,0.0003897169],"genre_scores_gemma":[0.9527889,0.00008573062,0.04673282,0.0001773121,0.00004444474,0.00007227191,0.000008526038,0.00002823529,0.00006168731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03816732,"threshold_uncertainty_score":0.436606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055744314496025,"score_gpt":0.3051405501812103,"score_spread":0.26458310703625,"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."}}