{"id":"W3007968106","doi":"10.1053/j.gastro.2020.02.029","title":"Association Between Molecular Subtypes of Colorectal Tumors and Patient Survival, Based on Pooled Analysis of 7 International Studies","year":2020,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Ontario Institute for Cancer Research; University of Toronto; Mount Sinai Hospital","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"KRAS; Microsatellite instability; Colorectal cancer; Hazard ratio; Oncology; Internal medicine; Proportional hazards model; Medicine; Population; Stage (stratigraphy); Cancer; Cancer research; Biology; Confidence interval; Allele; Microsatellite; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00442222,0.001057829,0.00213045,0.003145919,0.0003914689,0.001293898,0.000486198,0.0005986353,0.001274698],"category_scores_gemma":[0.005697668,0.000456387,0.006554241,0.003332029,0.0003303612,0.0006077089,0.0009727496,0.0005531613,0.0001434678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741774,"about_ca_system_score_gemma":0.0003038209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00245265,"about_ca_topic_score_gemma":0.003419113,"domain_scores_codex":[0.9970682,0.001182619,0.0004651042,0.0007855497,0.0002693483,0.0002291539],"domain_scores_gemma":[0.9951351,0.002142597,0.001175316,0.0009094097,0.0004223783,0.0002153158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004103518,0.00001869272,0.9215707,0.0003987152,0.06601959,0.0001440437,0.00008061064,0.000729299,0.001595357,0.000082862,0.0003131211,0.004943565],"study_design_scores_gemma":[0.000212927,0.0004347715,0.9135392,0.00008737758,0.08193178,0.000477179,0.0002501211,0.001166264,0.0004853614,0.0003049795,0.001076943,0.00003293942],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654609,0.02501814,0.003184049,0.0001175319,0.00007961394,0.00006371801,0.003901402,0.00006752922,0.002107058],"genre_scores_gemma":[0.9959615,0.001363999,0.0004194978,0.00003930384,0.00004423583,0.00003912325,0.001912999,0.00002218043,0.0001971276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00442222,"threshold_uncertainty_score":0.02338719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754020806249952,"score_gpt":0.2753213613935375,"score_spread":0.257781153331038,"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."}}