{"id":"W2039953670","doi":"10.1503/cjs.004414","title":"Is obesity associated with advanced stage or grade of colon cancer?","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Obesity; Body mass index; Colorectal cancer; Stage (stratigraphy); Cancer; Disease; Socioeconomic status; Multivariate analysis; Population; Internal medicine; Gerontology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004459444,0.0000876964,0.0004050266,0.0002903213,0.00004249363,0.000009258722,0.00004531402,0.00006779083,0.000118998],"category_scores_gemma":[0.0004471259,0.0000657993,0.00009380995,0.0004220397,0.00006710774,0.0001017062,0.000002933783,0.0002022081,5.695848e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005879651,"about_ca_system_score_gemma":0.006169235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01244047,"about_ca_topic_score_gemma":0.08832738,"domain_scores_codex":[0.9991226,0.00004165312,0.0002883779,0.00008323704,0.00025575,0.0002084428],"domain_scores_gemma":[0.9981095,0.0001241112,0.0003704154,0.00009124843,0.0005607563,0.0007439448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005803915,0.00006398755,0.9579222,0.00007665008,0.0003252907,0.00131819,0.00102484,0.000196928,0.0004290757,0.000003163821,0.0204506,0.01238518],"study_design_scores_gemma":[0.005248593,0.007350168,0.9163544,0.00309929,0.0004507933,0.0008523517,0.002053238,0.0002211041,0.02885705,0.00004417467,0.03499966,0.0004691357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976318,0.0009858066,0.00003711706,0.0005774875,0.0004375807,0.00007187154,0.00003952987,0.000007117212,0.0002116538],"genre_scores_gemma":[0.9988045,0.00004760713,0.00007237675,0.0002504044,0.00009881306,0.000002140357,0.000002667624,0.0000133307,0.0007081901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07588691,"threshold_uncertainty_score":0.9994649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015648180612033,"score_gpt":0.2981313773791412,"score_spread":0.1965665593179379,"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."}}