{"id":"W4396667119","doi":"10.3390/cancers16091776","title":"The Current Role of Radiation in the Management of Cholangiocarcinoma—A Narrative Review","year":2024,"lang":"en","type":"review","venue":"Cancers","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Servier","keywords":"Medicine; Radiation therapy; Narrative review; Disease; Intensive care medicine; Incidence (geometry); Population; Clinical trial; Oncology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000773382,0.0007104902,0.001364197,0.00257452,0.0002742993,0.001072577,0.0008786379,0.0008846675,0.003636254],"category_scores_gemma":[0.001940429,0.0002443087,0.0008586028,0.002476881,0.0003749571,0.001289591,0.0005944063,0.00120124,0.0008717635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006419644,"about_ca_system_score_gemma":0.001662046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343416,"about_ca_topic_score_gemma":0.002736439,"domain_scores_codex":[0.9997054,0.00007038139,0.00007644215,0.00004536907,0.00008347585,0.00001909168],"domain_scores_gemma":[0.9990578,0.0006519982,0.0001261139,0.00001488993,0.0001204571,0.00002878504],"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":[0.00008707758,0.00003188406,0.0002072478,0.08526992,0.0002206315,0.0002081628,0.000104083,0.0003297369,0.0004140913,0.002117417,0.03160541,0.8794043],"study_design_scores_gemma":[0.00003559159,0.0001426631,0.001255727,0.06144067,0.0009566499,0.002737824,0.0001815974,0.0001339093,0.0002468041,0.002258524,0.930578,0.00003197379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000497664,0.9992348,0.00003951945,0.000215558,0.0001256998,0.000003410872,0.00001310143,0.000002797981,0.0003152796],"genre_scores_gemma":[0.0002965004,0.9992229,0.000082264,0.0001727179,0.000113502,0.000004112156,0.00001618214,8.018434e-7,0.00009092952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003636254,"threshold_uncertainty_score":0.01216441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04123660846082753,"score_gpt":0.3700248262888352,"score_spread":0.3287882178280076,"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."}}