{"id":"W1775323748","doi":"10.1093/annonc/mdv483","title":"Prognostic factors for progression-free and overall survival in advanced biliary tract cancer","year":2015,"lang":"en","type":"review","venue":"Annals of Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"UCLH Biomedical Research Centre; Eli Lilly Japan; Lilly Oncology; Academy of Nutrition and Dietetics; Cancer Research UK; Amgen","keywords":"Medicine; Biliary tract cancer; Oncology; Internal medicine; Cancer; Biliary tract; Overall survival; Gemcitabine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004314,0.000360355,0.002830371,0.0002279022,0.00002819066,0.000004988245,0.0001643831,0.0003731386,0.00001395896],"category_scores_gemma":[0.0007961952,0.0002470186,0.0003205175,0.0001684923,0.0001515522,0.00006075497,0.0001334739,0.0003143727,7.53641e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213685,"about_ca_system_score_gemma":0.001318192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009856925,"about_ca_topic_score_gemma":0.0002541301,"domain_scores_codex":[0.9981977,0.000117059,0.0006430393,0.0004429883,0.0002157215,0.000383537],"domain_scores_gemma":[0.9979385,0.0008987087,0.0004199119,0.0003123192,0.0002740495,0.0001565239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002010369,0.0003499304,0.01783327,0.01247528,0.0002657155,0.000045365,0.0003230657,1.259841e-7,6.296505e-7,0.00002029641,0.006492613,0.9619927],"study_design_scores_gemma":[0.002051236,0.002856291,0.01690868,0.007034929,0.0007080511,0.00002515909,0.00009595478,9.857486e-7,0.000002215487,0.0001522502,0.9699338,0.0002304569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006665957,0.9885113,7.328388e-7,0.0008875567,0.0004583166,0.002402799,0.0002768938,0.00001978029,0.0007766367],"genre_scores_gemma":[0.001551547,0.9968405,0.000162528,0.0001184404,0.0002173623,0.0007977558,0.0001208312,0.00004612204,0.000144877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9634412,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2327602742773701,"score_gpt":0.487441968741263,"score_spread":0.2546816944638929,"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."}}