{"id":"W2397386687","doi":"10.1002/cncr.30074","title":"Increased incidence but improved median overall survival for biliary tract cancers diagnosed in Ontario from 1994 through 2012: A population‐based study","year":2016,"lang":"en","type":"article","venue":"Cancer","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Gallbladder cancer; Incidence (geometry); Internal medicine; Cancer registry; Population; Intrahepatic Cholangiocarcinoma; Biliary tract cancer; Rate ratio; Epidemiology; Cohort; Confidence interval; Gastroenterology; Cancer; Cohort study; Gallbladder; Gemcitabine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002085709,0.0003329364,0.0006943713,0.0001154242,0.00009894366,0.00002110744,0.0001761808,0.0001248693,0.0006588954],"category_scores_gemma":[0.0001879744,0.0002403737,0.0001761553,0.0001675252,0.00006211689,0.000334089,0.000047297,0.0002196044,0.000004932462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021568,"about_ca_system_score_gemma":0.001561697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8600126,"about_ca_topic_score_gemma":0.9460056,"domain_scores_codex":[0.9979175,0.00007338039,0.0004788128,0.0006788058,0.000363691,0.000487796],"domain_scores_gemma":[0.9984215,0.0006371499,0.0001695257,0.0004853185,0.0001068515,0.0001796313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001169825,0.0003287258,0.9903766,0.00003040065,0.0001627918,0.00006148856,0.002104738,0.000009999951,0.002106382,0.000003022403,0.001186279,0.002459741],"study_design_scores_gemma":[0.01397554,0.0004103287,0.9822714,0.0003233425,0.0002356861,7.604946e-7,0.0003940237,0.00006114746,0.000461119,0.0001577025,0.001377132,0.0003317615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993533,0.001426807,0.0001532936,0.001409171,0.0009635918,0.001994156,0.0003285245,0.00006452009,0.0001269199],"genre_scores_gemma":[0.9958033,0.00008651688,0.0002973358,0.001139196,0.0005236198,0.001470398,0.00009836333,0.00004967419,0.0005315825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08599301,"threshold_uncertainty_score":0.9802157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089304622543272,"score_gpt":0.304747739378335,"score_spread":0.2638546931529023,"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."}}