{"id":"W2978677248","doi":"10.1186/s40880-019-0397-1","title":"A novel prognostic prediction tool for postoperative recurrence in patients with stage II/III colon cancer","year":2019,"lang":"en","type":"letter","venue":"Cancer Communications","topic":"Circular RNAs in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Colorectal cancer; Stage (stratigraphy); Disease; Cancer; Oncology; Medicine; Internal medicine; Adjuvant; Bioinformatics; Adjuvant chemotherapy; Biomarker; Adjuvant therapy; Biology","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":[0.0009727154,0.00062292,0.0007431988,0.001390185,0.000460244,0.0009367491,0.0006005043,0.0008974946,0.002333066],"category_scores_gemma":[0.00432735,0.000201538,0.0006700452,0.001157978,0.0002086721,0.0007689925,0.0006263664,0.0009533069,0.0005843126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302125,"about_ca_system_score_gemma":0.0005832543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465117,"about_ca_topic_score_gemma":0.002744891,"domain_scores_codex":[0.9996083,0.0000965509,0.00006030568,0.00007921454,0.00009647937,0.00005910407],"domain_scores_gemma":[0.9987984,0.0003561418,0.0003440306,0.00005757976,0.0002572933,0.0001866308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006712077,0.00008784468,0.97363,0.00009259031,0.000116379,0.0001975582,0.00005469997,0.0004418994,0.0003919266,0.00008693436,0.001930071,0.02229905],"study_design_scores_gemma":[0.0002132461,0.0009996155,0.9612418,0.0002192773,0.001017119,0.002481918,0.0004305836,0.02523872,0.0008790595,0.001053858,0.006127559,0.00009725965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788743,0.009171375,0.003698443,0.00165394,0.0004933854,0.0001628161,0.002357318,0.000107489,0.003480869],"genre_scores_gemma":[0.990721,0.001738537,0.003151675,0.0002757201,0.0004942661,0.0001582168,0.002533463,0.00001218928,0.00091489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002333066,"threshold_uncertainty_score":0.00780493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352228968308826,"score_gpt":0.2956936177384594,"score_spread":0.2721713280553711,"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."}}