{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02626082,0.0004703175,0.000594763,0.00111734,0.0004321136,0.0006687304,0.0008474055,0.0005325003,0.001007531],"category_scores_gemma":[0.08034641,0.0003611758,0.001084225,0.001525922,0.000936509,0.0009852838,0.001106658,0.000610505,0.0001731849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000724486,"about_ca_system_score_gemma":0.0004645041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231405,"about_ca_topic_score_gemma":0.01637259,"domain_scores_codex":[0.9718549,0.02208001,0.001119965,0.002471768,0.001989083,0.0004843566],"domain_scores_gemma":[0.9051613,0.06326792,0.01492489,0.01234015,0.003790941,0.0005147996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002812467,0.00002884345,0.9694967,0.0000812127,0.0005117121,0.00007497506,0.0006665626,0.01395772,0.0003228069,0.0007993017,0.0001841886,0.01359482],"study_design_scores_gemma":[0.00001525604,0.0001879601,0.9727625,0.00003639242,0.0002218686,0.0002778255,0.0002097405,0.02325416,0.0007561254,0.001521368,0.0007326623,0.00002406309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741955,0.0005855416,0.02317969,0.0003198534,0.00003796128,0.00007879199,0.0004659871,0.00005697701,0.001079672],"genre_scores_gemma":[0.9965359,0.00009822992,0.002770781,0.00006059832,0.00002035861,0.00002574547,0.0002193693,0.00001231538,0.0002568094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02626082,"threshold_uncertainty_score":0.1388822,"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."}}