{"id":"W3083422982","doi":"10.1158/1538-7445.am2020-3935","title":"Abstract 3935: Runt related transcription factor-1 (runx1) plays a central role in vessel co-option of colorectal cancer liver metastases","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; McGill University Health Centre; McGill University","funders":"","keywords":"RUNX1; Colorectal cancer; Angiogenesis; Metastasis; Cancer research; Transcription factor; Liver cancer; Medicine; Cancer; Cancer cell; Transforming growth factor; Gene knockdown; Transforming growth factor beta; Pathology; Internal medicine; Biology; Cell culture","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":[0.0001801432,0.0005135943,0.000410819,0.0004985036,0.0004529,0.0006625354,0.0003583236,0.0006239272,0.02096583],"category_scores_gemma":[0.0002287816,0.0002022125,0.0004576652,0.0004190483,0.0003195141,0.0004370531,0.0003909067,0.0008199164,0.004126478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006988312,"about_ca_system_score_gemma":0.0005539345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238021,"about_ca_topic_score_gemma":0.001816104,"domain_scores_codex":[0.9997973,0.0000172919,0.00001391144,0.00006080058,0.00008432032,0.00002649168],"domain_scores_gemma":[0.9999089,0.00001143485,0.00002910411,0.000004436659,0.00002100324,0.00002509077],"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":[0.000723249,0.00008884123,0.002607814,0.001033996,0.00004780764,0.0008525093,0.0001259134,0.0002254848,0.9427097,0.002210689,0.01298752,0.0363865],"study_design_scores_gemma":[0.0001524981,0.0007573196,0.03988616,0.0001650458,0.0001578814,0.003974237,0.0003719812,0.00176628,0.7783725,0.001258338,0.1730899,0.00004790714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7939782,0.1030794,0.01817617,0.01698145,0.00585056,0.0002673856,0.012102,0.002507541,0.04705727],"genre_scores_gemma":[0.8414113,0.02680454,0.004807017,0.001118314,0.0009600446,0.0001636063,0.008726359,0.0002203851,0.1157885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02096583,"threshold_uncertainty_score":0.07013762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05653761840472124,"score_gpt":0.3865931099863259,"score_spread":0.3300554915816046,"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."}}