{"id":"W4403342762","doi":"10.1016/j.gie.2024.05.004","title":"Pancreas and biliary ablation devices","year":2024,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Ablation; Pancreas; General surgery; 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":[0.001000508,0.0003947594,0.0004188712,0.001243828,0.0005404003,0.002737427,0.0003311757,0.001742315,0.009912808],"category_scores_gemma":[0.002072042,0.000184008,0.000757101,0.001203801,0.001165223,0.001748641,0.001052261,0.001642417,0.002371241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006861034,"about_ca_system_score_gemma":0.0009378466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005414824,"about_ca_topic_score_gemma":0.0007150825,"domain_scores_codex":[0.9992368,0.0002120158,0.0000869015,0.0001295982,0.0002362685,0.00009839757],"domain_scores_gemma":[0.9987413,0.0005618508,0.0002698731,0.0001160108,0.0001578625,0.0001530687],"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":[0.0007728109,0.0002104254,0.02174194,0.002367094,0.0003031365,0.004573034,0.0004393989,0.000383614,0.01314626,0.1087124,0.0661108,0.781239],"study_design_scores_gemma":[0.00008077237,0.0004728085,0.03437919,0.001312383,0.0001884022,0.02581286,0.0004813226,0.0002525819,0.00452153,0.0308292,0.9016115,0.00005734478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03100959,0.7735893,0.00394462,0.04236142,0.007368438,0.00003515269,0.0001930316,0.00008527272,0.1414133],"genre_scores_gemma":[0.2338535,0.6297155,0.005458601,0.02187976,0.02588388,0.00007506658,0.0004178771,0.00007008635,0.08264573],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009912808,"threshold_uncertainty_score":0.0331617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652505152424698,"score_gpt":0.3347391592757854,"score_spread":0.3082141077515384,"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."}}