{"id":"W2038840283","doi":"10.12927/hcpol.2007.19140","title":"Same Question, Different Data Source, Different Answers? Data Source Agreement for Surgical Procedures on Women with Breast Cancer","year":2007,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; CancerCare Manitoba; Ontario Institute for Cancer Research","funders":"","keywords":"Concordance; Breast cancer; Medicine; Cancer registry; Mastectomy; Cohen's kappa; Statistic; Population; Cohort; Medical record; Cancer; Gynecology; Surgery; Statistics; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006295603,0.0003996875,0.0006098744,0.0002151576,0.0002663046,0.00005438608,0.0007084788,0.0001535825,0.00008731812],"category_scores_gemma":[0.0001713107,0.000270692,0.0000438294,0.0002973228,0.0001183353,0.0001696574,0.0003736322,0.0003780583,0.000008628612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149532,"about_ca_system_score_gemma":0.0009158032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02039959,"about_ca_topic_score_gemma":0.01646943,"domain_scores_codex":[0.9963206,0.00007571884,0.0005349949,0.0009941246,0.0008736365,0.001200903],"domain_scores_gemma":[0.9966366,0.0001528049,0.0002158479,0.001828373,0.0002602838,0.0009061085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02624033,0.001193208,0.5000344,0.003769829,0.0005572648,0.000157592,0.004282694,0.00009565123,0.00008732612,0.002583325,0.03548621,0.4255122],"study_design_scores_gemma":[0.006759396,0.002834341,0.8765239,0.002955689,0.0001676481,0.0006441455,0.002949357,0.001050559,0.00008725958,0.0001483537,0.1051685,0.0007108548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333413,0.001011636,0.00176421,0.06000462,0.000137926,0.001540802,0.001903257,0.0001466567,0.0001495829],"genre_scores_gemma":[0.9862333,0.0004609577,0.0001579332,0.008283319,0.00260277,0.0001486442,0.001178602,0.00005855767,0.0008759075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4248013,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200075818578483,"score_gpt":0.4315199328708402,"score_spread":0.311512351012992,"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."}}