{"id":"W3095503031","doi":"10.1200/cci.20.00065","title":"Development of a Model for Predicting Early Discontinuation of Adjuvant Chemotherapy in Stage III Colon Cancer","year":2020,"lang":"en","type":"review","venue":"JCO Clinical Cancer Informatics","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Stage (stratigraphy); Discontinuation; Adjuvant chemotherapy; Colorectal cancer; Oncology; Internal medicine; Medicine; Chemotherapy; Adjuvant; Cancer; Biology; Breast cancer","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":[0.004988711,0.0009240822,0.0009967164,0.002333025,0.000488069,0.00139478,0.001323847,0.0009195107,0.001591093],"category_scores_gemma":[0.01069609,0.0003960085,0.0011323,0.0009587375,0.0003454806,0.0005186143,0.0007585027,0.0009894449,0.0003086419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284115,"about_ca_system_score_gemma":0.002357272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03168584,"about_ca_topic_score_gemma":0.01841111,"domain_scores_codex":[0.9989194,0.0005500577,0.00007364416,0.0002278823,0.0001223064,0.0001067795],"domain_scores_gemma":[0.9944932,0.004144024,0.0005265244,0.00009288118,0.0005963107,0.000147064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008030112,0.0004796884,0.40229,0.0002126503,0.0007906039,0.0004271297,0.0001875336,0.5059612,0.0005989189,0.002495994,0.006451786,0.07930151],"study_design_scores_gemma":[0.0000360197,0.00009769288,0.01054198,0.00003891102,0.00007330821,0.00005333458,0.00003368402,0.9876193,0.00008376996,0.0009924836,0.0004174126,0.00001212193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6497269,0.001434176,0.3348772,0.003290979,0.0002239586,0.0007459337,0.005182954,0.001537514,0.002980408],"genre_scores_gemma":[0.9389153,0.0003388303,0.05566466,0.0002390437,0.00008675408,0.0005569345,0.002771269,0.00003068558,0.001396471],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03168584,"threshold_uncertainty_score":0.06300277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2435181621631483,"score_gpt":0.4974427087340736,"score_spread":0.2539245465709253,"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."}}