{"id":"W1526321224","doi":"10.1002/ijc.23043","title":"Misclassification of colorectal cancer stage and area variation in survival","year":2007,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Medical Research Council; Cancer Council NSW; National Health and Medical Research Council; University of Sydney","keywords":"Cancer registry; Stage (stratigraphy); Colorectal cancer; Medicine; Cancer; Relative survival; Population; Oncology; Internal medicine; Environmental health; Biology","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":[0.0004789487,0.00006343311,0.0001718156,0.0002834058,0.00001104946,0.00001026862,0.00006278508,0.00005483798,0.0001211648],"category_scores_gemma":[0.00009631176,0.00005591393,0.00005051978,0.0001401843,0.00003508056,0.0001160423,0.0000125281,0.000155054,2.144361e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003502735,"about_ca_system_score_gemma":0.0001930838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018996,"about_ca_topic_score_gemma":0.002187611,"domain_scores_codex":[0.9989763,0.00001775482,0.0004024893,0.00008669295,0.0004348675,0.00008187654],"domain_scores_gemma":[0.9988527,0.00008055265,0.0003833365,0.0000352942,0.0005933284,0.00005483475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02120571,0.000189712,0.6197968,0.00004983546,0.0004247153,0.00006401702,0.001422432,0.0008616871,0.2417936,0.0003699333,0.0001013345,0.1137203],"study_design_scores_gemma":[0.001919981,0.0003732377,0.9695767,0.0002121573,0.00004249669,0.0000395103,0.0001413115,0.001003325,0.025315,0.00007376719,0.00124893,0.00005356398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926287,0.001075468,0.003548155,0.0008187098,0.001125655,0.00007473554,0.0000127938,0.000004824428,0.0007109556],"genre_scores_gemma":[0.9986679,0.0005338124,0.0003058984,0.00005446988,0.0003134905,0.000004313593,0.000001655301,0.000006767285,0.000111724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3497799,"threshold_uncertainty_score":0.2280104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806667030938033,"score_gpt":0.3458512461354012,"score_spread":0.3177845758260209,"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."}}