{"id":"W2315286359","doi":"10.1097/ede.0b013e31828b0866","title":"Predicting the Change in Breast Cancer Deaths in Spain by 2019","year":2013,"lang":"en","type":"article","venue":"Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Breast cancer; Oncology; Medicine; Environmental health; Internal medicine; Cancer","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":[0.001734462,0.0001151997,0.0003982868,0.00006352978,0.00003133831,0.000002993444,0.0001293874,0.0001402511,0.0005325045],"category_scores_gemma":[0.0007038931,0.00007472517,0.0000452951,0.0001998571,0.00008016558,0.0001071676,0.0000527077,0.0003848232,0.00007556033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631283,"about_ca_system_score_gemma":0.00004810376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1345157,"about_ca_topic_score_gemma":0.002863608,"domain_scores_codex":[0.9984114,0.0003706223,0.0003912027,0.0002551726,0.00007848581,0.0004931487],"domain_scores_gemma":[0.9988397,0.0007385135,0.00009883505,0.0002041684,0.00003379417,0.00008503207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003255734,0.00001308283,0.9561638,0.000009255173,0.000007167128,0.00000826869,0.0002556122,0.00002214568,0.0001331627,0.0001585912,0.02800876,0.01518765],"study_design_scores_gemma":[0.0004394193,0.00004770377,0.9922459,0.0001761698,0.000007923379,0.00006177095,0.0001745092,0.003772634,0.000006840551,0.0004290032,0.002567618,0.00007050826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8898746,0.006695119,0.00003321781,0.101567,0.0001803917,0.0005116357,0.00001885395,0.00002413798,0.001095026],"genre_scores_gemma":[0.9739791,0.0007442979,0.0001373249,0.02421995,0.0003923709,0.0003258471,0.00001322562,0.0000099831,0.0001778892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1316521,"threshold_uncertainty_score":0.8712476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458810636522562,"score_gpt":0.4004920806381012,"score_spread":0.254611016985845,"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."}}