{"id":"W2018659434","doi":"10.1002/cncr.26003","title":"Prognostic web‐based models for stage II and III colon cancer","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Colorectal cancer; Population; Cohort; Clinical trial; Internal medicine; Oncology; Stage (stratigraphy); Disease; Cancer; Adjuvant therapy; Adjuvant; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003746079,0.000135202,0.0002638966,0.00003641087,0.0001525712,0.000005510352,0.00003078876,0.00004641902,0.000355844],"category_scores_gemma":[0.00001167202,0.0001009938,0.00005130227,0.00007002572,0.00007640466,0.00004874232,0.00002926229,0.00005278191,6.828153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646699,"about_ca_system_score_gemma":0.0002580265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008540291,"about_ca_topic_score_gemma":0.001429872,"domain_scores_codex":[0.9993265,0.000005568251,0.0001167785,0.0002387968,0.00009267535,0.0002196757],"domain_scores_gemma":[0.9996143,0.00002880775,0.00004766228,0.0001055098,0.0001125283,0.00009116807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02656137,0.002485367,0.592715,0.003508053,0.003791699,0.0001891049,0.02791056,0.0005971212,0.00778757,0.005048143,0.06150958,0.2678964],"study_design_scores_gemma":[0.08070058,0.01719384,0.3500997,0.002776519,0.006320627,0.00001824421,0.002082097,0.1014932,0.03040141,0.002726887,0.4037101,0.002476855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772854,0.01364746,0.0001858368,0.0007967633,0.0003042246,0.001404377,0.0002343931,0.0000644234,0.006077117],"genre_scores_gemma":[0.9902206,0.001011905,0.0003411885,0.0006669091,0.0001138328,0.002427162,0.000007321452,0.00002134533,0.005189706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3422005,"threshold_uncertainty_score":0.4118406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0804039954516632,"score_gpt":0.3279711487192795,"score_spread":0.2475671532676163,"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."}}