{"id":"W2999121847","doi":"10.1177/0300891619890232","title":"Trends of gallbladder cancer incidence, mortality, and diagnostic approach in urban Shanghai between 1973 and 2009","year":2020,"lang":"en","type":"article","venue":"Tumori Journal","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Incidence (geometry); Medicine; Cancer registry; Gallbladder cancer; Demography; Cancer; Population; Mortality rate; Surgery; Environmental health; Internal medicine","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":[0.0002018463,0.0001678805,0.0005332198,0.0001764113,0.00006206142,0.00002711516,0.00007774423,0.00004938025,0.00007298576],"category_scores_gemma":[0.0001322464,0.0001367695,0.00006396727,0.0003467948,0.0001339451,0.0001159984,0.00009450539,0.0003937953,7.05578e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004260512,"about_ca_system_score_gemma":0.00009382646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000276764,"about_ca_topic_score_gemma":0.00007196566,"domain_scores_codex":[0.9987901,0.00004240141,0.0003799877,0.0002342959,0.0003041129,0.0002490717],"domain_scores_gemma":[0.9992974,0.0001111217,0.0001374202,0.00009576526,0.00006615937,0.0002921446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004977176,0.00003639506,0.98746,0.0001287335,0.0001320464,0.00015348,0.002690434,0.000002951744,0.00009281436,0.00001628047,0.005076403,0.004160681],"study_design_scores_gemma":[0.001612318,0.0002756383,0.9963629,0.0001751352,0.0002680532,0.0001881236,0.0004465978,0.00008339584,0.00008573503,0.0000516984,0.0003196551,0.0001308036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768533,0.01865359,0.00003111421,0.00236902,0.00006221448,0.0001108238,0.0000262278,0.0000117904,0.001881983],"genre_scores_gemma":[0.9967866,0.001622562,0.0001420794,0.0004333361,0.0009202761,0.00001100653,0.00000517955,0.00001592086,0.0000630537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01993335,"threshold_uncertainty_score":0.5577299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05657091707680287,"score_gpt":0.3132740235718547,"score_spread":0.2567031064950518,"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."}}