{"id":"W2134483769","doi":"10.1016/j.canep.2015.02.005","title":"Validation of the completeness and accuracy of the Northern Ireland Cancer Registry","year":2015,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University; Public Health Agency; Queen's University Belfast","keywords":"Medicine; Cancer registry; Northern ireland; Marital status; Medical diagnosis; Cancer; Demography; Internal medicine; Pathology; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09572155,0.0005105982,0.001280993,0.004693103,0.001133627,0.004261137,0.003006621,0.0010419,0.003587381],"category_scores_gemma":[0.244296,0.0008415018,0.00176688,0.004624239,0.001772883,0.003003052,0.004498766,0.0009912017,0.002193133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004329501,"about_ca_system_score_gemma":0.01053298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04546097,"about_ca_topic_score_gemma":0.04556171,"domain_scores_codex":[0.8651567,0.06755184,0.02661676,0.009543715,0.02676424,0.004366732],"domain_scores_gemma":[0.6640884,0.09261642,0.03720133,0.09664684,0.1068352,0.002611859],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007459914,0.0001060732,0.9380726,0.0005584117,0.0004752505,0.0001473303,0.00249308,0.002232183,0.0008762599,0.002096435,0.0103122,0.04188411],"study_design_scores_gemma":[0.0001220506,0.0003128322,0.9289431,0.0006374158,0.0004425691,0.0006594858,0.002027739,0.005824908,0.004031432,0.0007897882,0.05611946,0.00008916958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8319913,0.001873024,0.04089946,0.003428004,0.0007663007,0.002739843,0.05410798,0.0008016605,0.06339248],"genre_scores_gemma":[0.9420809,0.0004752706,0.02003633,0.000742083,0.000179002,0.00139361,0.02968604,0.000240945,0.005165895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9042785,"threshold_uncertainty_score":0.50623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3257931799415985,"score_gpt":0.4422548912503589,"score_spread":0.1164617113087604,"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."}}