{"id":"W2560233749","doi":"10.1200/jco.2012.30.15_suppl.4109","title":"Biliary tract cancer: A large institutional experience.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cohort; Gallbladder cancer; Klatskin tumor; Biliary tract cancer; Ampulla of Vater; Internal medicine; Cancer; Stage (stratigraphy); Gallbladder; Adenocarcinoma; Gastroenterology; Carcinoma; Gemcitabine; Oncology; Surgery; Resection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004894331,0.0003357441,0.0002133065,0.0009219513,0.0007544674,0.0008845183,0.0002754104,0.0003762684,0.003285937],"category_scores_gemma":[0.001270964,0.0002746924,0.0003397759,0.00204707,0.0003249088,0.0004200565,0.0009035316,0.000328532,0.00113049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008902013,"about_ca_system_score_gemma":0.001094585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007133914,"about_ca_topic_score_gemma":0.01357575,"domain_scores_codex":[0.999505,0.0001054742,0.00007190449,0.0001031016,0.00008771509,0.0001268814],"domain_scores_gemma":[0.9990882,0.0001529,0.0002914309,0.0001056971,0.00008552158,0.0002762983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044427,0.0001088729,0.9845258,0.00004467758,0.00003155502,0.00466621,0.0005160944,0.00004572557,0.0002743191,0.0000484359,0.001137157,0.008496774],"study_design_scores_gemma":[0.00003328624,0.0004173149,0.9677759,0.00007634024,0.00005080925,0.02451713,0.001822527,0.0001786788,0.000279789,0.00006582534,0.004763957,0.00001837378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960667,0.0008365976,0.0001814651,0.0001498338,0.00001488802,0.00004161174,0.0008875622,0.0000155236,0.001805851],"genre_scores_gemma":[0.9965507,0.0009228477,0.0003006055,0.0001708852,0.00002993766,0.0000320901,0.001361248,0.0000104157,0.0006212637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007133914,"threshold_uncertainty_score":0.01418477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1982081002031606,"score_gpt":0.5087362799872497,"score_spread":0.3105281797840891,"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."}}