{"id":"W3175409464","doi":"10.1016/j.pan.2021.06.005","title":"Open radiofrequency ablation as upfront treatment for locally advanced pancreatic cancer: Requiem from a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Pancreatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Randomized controlled trial; Pancreatic cancer; Radiofrequency ablation; Statistical significance; Chemoradiotherapy; Surgery; Ablation; Cancer; Overall survival; 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":[0.003981175,0.001709915,0.005114413,0.0005341346,0.0005281893,0.001889786,0.0009909256,0.002092015,0.009451768],"category_scores_gemma":[0.005530041,0.0006373006,0.005319623,0.0006000955,0.001753939,0.001956757,0.0008122734,0.003252406,0.0008752933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006076185,"about_ca_system_score_gemma":0.0008177918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000629449,"about_ca_topic_score_gemma":0.001537189,"domain_scores_codex":[0.9976938,0.001450467,0.0002182045,0.0002806629,0.0001316893,0.0002251006],"domain_scores_gemma":[0.9963677,0.002093258,0.0005642966,0.0003657316,0.0001868221,0.0004221983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9739619,0.001574621,0.0005073259,0.002523138,0.004692662,0.00004966755,0.00005844692,0.0001838801,0.0008313736,0.0001345559,0.0006094537,0.01487296],"study_design_scores_gemma":[0.9784693,0.01417435,0.001229525,0.0002066847,0.004603701,0.00002937858,0.00002806643,0.0001738428,0.0001323867,0.0002316296,0.0007018747,0.00001927128],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998538,0.06960462,0.006050288,0.002828739,0.003590495,0.009167033,0.002743693,0.0003353222,0.005826149],"genre_scores_gemma":[0.965825,0.01449914,0.004416056,0.003144467,0.001956343,0.005120762,0.0018992,0.00005117349,0.003087823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009451768,"threshold_uncertainty_score":0.03161937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416438765794671,"score_gpt":0.3950037726734531,"score_spread":0.353359896093986,"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."}}