{"id":"W2600582930","doi":"10.21037/jgo.2017.03.06","title":"Long term responders to palliative chemotherapy for advanced biliary tract cancer","year":2017,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Gemcitabine; Internal medicine; Gallbladder cancer; Chemotherapy; Biliary tract cancer; Regimen; Cisplatin; Oncology; Cancer; Progression-free survival; Gastroenterology; Surgery","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":[0.0003708277,0.0001839118,0.0006707635,0.0001545623,0.000198197,0.00002745083,0.0002562524,0.00004809512,0.00005633376],"category_scores_gemma":[0.0008253095,0.0001407262,0.0002806832,0.0000526156,0.0001456471,0.00014949,0.00004393045,0.0003250209,0.000003215872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005037182,"about_ca_system_score_gemma":0.0006620765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002146666,"about_ca_topic_score_gemma":0.0001253209,"domain_scores_codex":[0.9987493,0.00003213495,0.0004669421,0.0002019559,0.0002119767,0.0003377239],"domain_scores_gemma":[0.9978222,0.0002759776,0.0007806177,0.0002484563,0.0006105746,0.0002621923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01613481,0.0004051799,0.8610222,0.00009442096,0.0002191974,0.0009623465,0.0009941224,0.00001554965,0.03106141,0.00001053026,0.007790008,0.08129018],"study_design_scores_gemma":[0.006976977,0.01112898,0.9709822,0.0007321867,0.0001866772,0.00237933,0.000403912,0.00000926796,0.001716289,0.00005169152,0.005315391,0.0001170926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579575,0.0005882374,0.002864093,0.03708035,0.0004726926,0.0004687361,0.0000151726,0.00001071501,0.0005425115],"genre_scores_gemma":[0.9708606,0.0001807711,0.02520565,0.002072652,0.0009969414,0.00003597311,0.000001507028,0.00002972066,0.0006162089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10996,"threshold_uncertainty_score":0.5738649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612541431056189,"score_gpt":0.4062188474554999,"score_spread":0.350093433144938,"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."}}