{"id":"W2996741513","doi":"10.1155/2019/7698786","title":"Contemporary Tailored Oncology Treatment of Biliary Tract Cancers","year":2019,"lang":"en","type":"review","venue":"Gastroenterology Research and Practice","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Cancer Research; National Institute for Health and Care Research; Royal Marsden NHS Foundation Trust","keywords":"Medicine; Capecitabine; Gemcitabine; Subtyping; Oncology; Clinical trial; Internal medicine; Adjuvant; Cisplatin; Targeted therapy; Chemotherapy; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003370286,0.0005320247,0.0009422873,0.001749299,0.0002044465,0.0007641245,0.0005223069,0.0006623694,0.00491427],"category_scores_gemma":[0.000605059,0.0001449794,0.0005105854,0.001368809,0.0002443886,0.0007650126,0.0005690096,0.001049494,0.001513087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004673227,"about_ca_system_score_gemma":0.0007776127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007778132,"about_ca_topic_score_gemma":0.001710939,"domain_scores_codex":[0.9998518,0.00002959118,0.0000263448,0.00002447253,0.00005525872,0.00001247805],"domain_scores_gemma":[0.999804,0.000097744,0.00003211029,0.000006448312,0.00004664481,0.00001322317],"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":[0.00003978855,0.0000376903,0.0001104854,0.01862056,0.00008292472,0.00008721388,0.00004089356,0.0001968866,0.000727224,0.001764182,0.02138622,0.956906],"study_design_scores_gemma":[0.00001743433,0.00006642025,0.0008954625,0.008641441,0.000171748,0.00108606,0.00005389314,0.00007271111,0.0002856196,0.001618383,0.9870791,0.00001166515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000127628,0.9980695,0.00008798032,0.0002579516,0.0001378301,0.000006077471,0.00002307348,0.0000070831,0.001282846],"genre_scores_gemma":[0.0006924248,0.9984193,0.0001417068,0.0001855662,0.0001018879,0.000006353117,0.00003434319,0.00000111847,0.0004173316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00491427,"threshold_uncertainty_score":0.01643991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3866412239461278,"score_gpt":0.5105755464716643,"score_spread":0.1239343225255364,"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."}}