{"id":"W2789873979","doi":"10.1093/jcag/gwy008.257","title":"A256 DETERMINATION OF PROTEOMIC SIGNATURE OF RESPONSE TO NEOADJUVANT RADIO-CHEMOTHERAPY IN COLORECTAL CANCER PATIENTS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Colorectal cancer; Chemotherapy; Oncology; Radiation therapy; Grading (engineering); Lymph node; Concomitant; Stage (stratigraphy); Internal medicine; Biopsy; Cancer; Surgery; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00025686,0.0002407078,0.0004778962,0.0009433927,0.0002767462,0.0006352197,0.0001294878,0.0004409016,0.001242928],"category_scores_gemma":[0.0008532485,0.0001252926,0.0003186748,0.000841679,0.0001559443,0.0002377908,0.0002488868,0.0003714113,0.0004945372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460301,"about_ca_system_score_gemma":0.0001688705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007410036,"about_ca_topic_score_gemma":0.000800941,"domain_scores_codex":[0.9998069,0.00003019185,0.00002258756,0.00005611794,0.0000454375,0.00003870047],"domain_scores_gemma":[0.9996299,0.00005422415,0.0001183812,0.00002032727,0.0001050072,0.00007231469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005786322,0.000294647,0.792402,0.0004086581,0.000358472,0.001381785,0.0004100605,0.0005280118,0.1544491,0.0001448073,0.002255788,0.04158052],"study_design_scores_gemma":[0.00002379357,0.0008605957,0.9784732,0.00003204209,0.0001083929,0.001405886,0.0003000132,0.001211135,0.01358529,0.0001039722,0.003873244,0.00002250945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930176,0.003079114,0.0005102953,0.0002185085,0.00005612844,0.0000311718,0.001792811,0.00004195192,0.001252471],"genre_scores_gemma":[0.9945343,0.0008842486,0.000895254,0.0001779348,0.00004045307,0.00004542678,0.002236409,0.00001146678,0.001174574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242928,"threshold_uncertainty_score":0.00415802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004082168437962983,"score_gpt":0.2448757219690857,"score_spread":0.2407935535311227,"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."}}