{"id":"W2022480285","doi":"10.1007/s10585-010-9367-3","title":"A systems view of epithelial–mesenchymal transition signaling states","year":2010,"lang":"en","type":"article","venue":"Clinical & Experimental Metastasis","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sciex (Canada)","funders":"","keywords":"Autocrine signalling; Epithelial–mesenchymal transition; Cell biology; Signal transduction; Biology; Cell migration; Paracrine signalling; Cell signaling; Chemistry; Cell; Biochemistry; Metastasis; Cancer; Receptor","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00118058,0.0002725475,0.00108183,0.0001096296,0.0000739149,0.00002952969,0.0001446763,0.0001601044,0.001137343],"category_scores_gemma":[0.0001127603,0.0002215472,0.0006545815,0.0002528487,0.0003510394,0.0001187128,0.00004869087,0.0004685294,0.0000605405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003374564,"about_ca_system_score_gemma":0.000123157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002380867,"about_ca_topic_score_gemma":0.000006847328,"domain_scores_codex":[0.9971739,0.0002014018,0.001310498,0.0004988303,0.0004662289,0.0003491246],"domain_scores_gemma":[0.9983825,0.0002873975,0.0002932028,0.0004921117,0.0001527272,0.0003920807],"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":[0.00076023,0.001883395,0.0005794744,0.0002991516,0.0004790905,0.00005161423,0.0006283334,0.00002316724,0.9539359,0.000442133,0.0004562494,0.0404613],"study_design_scores_gemma":[0.00371482,0.001594062,0.0004138626,0.0002488254,0.0006998525,0.00009933742,0.002325692,0.000262906,0.9494609,0.00004987886,0.0408032,0.0003266271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905295,0.005371822,0.0006109259,0.0003075558,0.00168891,0.0006921042,0.0001894505,0.00006390836,0.0005458414],"genre_scores_gemma":[0.9926276,0.0004739478,0.00570156,0.0004002746,0.0005152058,0.00007076674,0.0000672312,0.00004597854,0.00009747488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04034695,"threshold_uncertainty_score":0.9997758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05214688561027667,"score_gpt":0.3872363873061105,"score_spread":0.3350895016958338,"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."}}