{"id":"W4319962766","doi":"10.3390/curroncol30020166","title":"Recent Updates on Local Ablative Therapy Combined with Chemotherapy for Extrahepatic Cholangiocarcinoma: Photodynamic Therapy and Radiofrequency Ablation","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ablative case; Radiofrequency ablation; Photodynamic therapy; Ablation; Radiology; Chemotherapy; Percutaneous; Cryotherapy; Radiation therapy; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009773369,0.0006770836,0.001221978,0.003904857,0.0002348345,0.00101699,0.0007989823,0.0009063951,0.003856298],"category_scores_gemma":[0.001655485,0.0002975775,0.001004979,0.003609009,0.0004002853,0.001417681,0.0005050561,0.001416134,0.0008873583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006178157,"about_ca_system_score_gemma":0.001387016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241796,"about_ca_topic_score_gemma":0.003001238,"domain_scores_codex":[0.9996569,0.00007793565,0.00008502727,0.00004881565,0.0001095656,0.00002171592],"domain_scores_gemma":[0.9988804,0.000678439,0.0001517119,0.00002092058,0.000222185,0.00004633712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009668387,0.00007504226,0.0003252973,0.05607042,0.0002304806,0.0002286765,0.0001273256,0.0003395486,0.001087787,0.002277201,0.04002602,0.8991154],"study_design_scores_gemma":[0.00003206324,0.0001238094,0.001554551,0.01493156,0.0006308725,0.001873088,0.00009734062,0.0001177102,0.0003367242,0.001225629,0.9790501,0.00002655055],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008911838,0.9988024,0.00005093303,0.0002681533,0.0002570643,0.000004492058,0.00001226819,0.000004704145,0.0005107577],"genre_scores_gemma":[0.000367186,0.9988456,0.0001029409,0.0002275339,0.0002296806,0.000004197438,0.0000229591,0.000001109649,0.0001988289],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003904857,"threshold_uncertainty_score":0.01290059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1815884154428145,"score_gpt":0.4170119228329869,"score_spread":0.2354235073901724,"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."}}