{"id":"W7138828373","doi":"","title":"Methylation profile of locally advanced rectal carcinomas and neoadjuvant chemoradiotherapy response","year":2020,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada); BC Cancer Agency","funders":"","keywords":"Chemoradiotherapy; Colorectal cancer; Methylation; Neoadjuvant therapy; Complete response","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":[0.0001661457,0.00009577481,0.0002568928,0.0004727337,0.0001701506,0.0003217146,0.0001077973,0.0002083901,0.002295763],"category_scores_gemma":[0.0005800088,0.0001144731,0.0001664922,0.0005831926,0.0001198702,0.0001285737,0.0001884056,0.0001874538,0.0003418064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002528322,"about_ca_system_score_gemma":0.0001952427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520788,"about_ca_topic_score_gemma":0.004047212,"domain_scores_codex":[0.9998289,0.00002784196,0.00001664809,0.00004719821,0.00003727066,0.00004200475],"domain_scores_gemma":[0.9997858,0.00004659352,0.00008140037,0.0000137691,0.00002955437,0.0000428985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002537949,0.00005118866,0.9375864,0.00008518246,0.0002096033,0.0002024373,0.0003882893,0.0003067102,0.04209927,0.00009447506,0.0005582895,0.01588016],"study_design_scores_gemma":[0.000006811967,0.000125662,0.9965641,0.000005840353,0.00005543767,0.0003137824,0.0001599466,0.0002379526,0.001487057,0.00004416877,0.0009937902,0.000005536025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969379,0.0009759769,0.0001091217,0.00006476169,0.000007586974,0.000004265065,0.0009995985,0.000009059747,0.0008918247],"genre_scores_gemma":[0.9983004,0.0001503576,0.00006991346,0.00002451597,0.000005944367,0.000006125118,0.0005413825,0.000002961422,0.0008983254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002520788,"threshold_uncertainty_score":0.007680118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034072851653747,"score_gpt":0.2715331153055233,"score_spread":0.2374602636517762,"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."}}