{"id":"W3169631076","doi":"10.2174/1574893616666210531101550","title":"Identification of Risk Molecular Subtype of Colon Cancer with Lymphovascular Invasion","year":2021,"lang":"en","type":"article","venue":"Current Bioinformatics","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Natural Science Foundation of China","keywords":"Colorectal cancer; Lymphovascular invasion; Micrometastasis; Oncology; Metastasis; Medicine; Internal medicine; Stage (stratigraphy); Adjuvant chemotherapy; microRNA; Cancer; Biology; 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":[0.0002217196,0.0002298168,0.0002784384,0.0009000371,0.0002355588,0.0003214589,0.0001832276,0.0002089313,0.0008124688],"category_scores_gemma":[0.000814457,0.00008788215,0.0004116002,0.0006585527,0.0001165618,0.0001324094,0.0002477676,0.0002209807,0.0001844434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457694,"about_ca_system_score_gemma":0.0003270931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709164,"about_ca_topic_score_gemma":0.003182809,"domain_scores_codex":[0.9998488,0.00002354786,0.00001401956,0.00004941304,0.00003352019,0.00003065499],"domain_scores_gemma":[0.9995528,0.00008491162,0.0001990133,0.0000412205,0.00005645867,0.00006556914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002916419,0.00002969515,0.9681158,0.00006490082,0.00007944576,0.000249106,0.00004677043,0.0007876604,0.02019287,0.0000747591,0.0001825999,0.009884889],"study_design_scores_gemma":[0.00001454785,0.0001452894,0.9831038,0.00001535426,0.0001629661,0.001529209,0.0001279402,0.008737944,0.005127478,0.0003158666,0.0007112504,0.000008416034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982557,0.0002109026,0.0009002551,0.00001869281,0.000002134528,0.00001468066,0.0003648684,0.00001309617,0.0002196195],"genre_scores_gemma":[0.9972926,0.00009074044,0.00153445,0.000007763295,0.000003175085,0.00001394946,0.0009415069,0.000003817765,0.0001119542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001709164,"threshold_uncertainty_score":0.003398418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745944249339284,"score_gpt":0.2873822911494141,"score_spread":0.2699228486560213,"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."}}