{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008624892,0.0007545089,0.000895882,0.002149481,0.0002931193,0.0009648104,0.001159113,0.0007240205,0.003029687],"category_scores_gemma":[0.026158,0.0003560093,0.001347819,0.001524267,0.0003257379,0.0006883204,0.0009578983,0.001166721,0.0007536364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455059,"about_ca_system_score_gemma":0.001003379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336077,"about_ca_topic_score_gemma":0.01179701,"domain_scores_codex":[0.9982293,0.0009898626,0.0001647029,0.0003119256,0.0002089492,0.00009528222],"domain_scores_gemma":[0.9735068,0.02047292,0.002782471,0.001312844,0.001529513,0.000395464],"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":[0.0029076,0.0005878597,0.4203528,0.0003023975,0.0008687204,0.0002392379,0.0001842154,0.48145,0.0003313433,0.001889471,0.00638772,0.08449865],"study_design_scores_gemma":[0.0002053623,0.0002513921,0.03999393,0.00007333977,0.0001166099,0.0001423757,0.00003483607,0.9528783,0.0002590221,0.004744275,0.001270255,0.00003041921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840078,0.001910441,0.08860905,0.001752594,0.0001671998,0.000524026,0.01835403,0.001304888,0.003369951],"genre_scores_gemma":[0.9648352,0.0002441629,0.02308192,0.0001627038,0.00006007365,0.000403784,0.01053629,0.00003085216,0.0006451496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336077,"threshold_uncertainty_score":0.04561335,"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."}}