{"id":"W3033362619","doi":"10.3791/60332","title":"Laparoscopic Radical Left Pancreatectomy for Pancreatic Cancer: Surgical Strategy and Technique Video","year":2020,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatic cancer; Pancreatectomy; Laparoscopy; Pancreas; General surgery; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004477564,0.0002029304,0.001188432,0.0001136934,0.00009053706,0.00003038676,0.0001287935,0.0001842756,0.0004632458],"category_scores_gemma":[0.0002466094,0.0001500059,0.0001693629,0.0001222102,0.0001938253,0.0001061736,0.00004619594,0.0003314604,0.000004377005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210015,"about_ca_system_score_gemma":0.0004366805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003283303,"about_ca_topic_score_gemma":5.353585e-7,"domain_scores_codex":[0.9981391,0.0001493968,0.0006923397,0.0002314045,0.0004316857,0.0003560137],"domain_scores_gemma":[0.9986693,0.0002187034,0.0002665652,0.0001169295,0.0001960799,0.000532445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02629214,0.001515742,0.2914013,0.001427494,0.002702795,0.001620128,0.00294188,0.000003669743,0.6513063,0.001137447,0.01483043,0.004820665],"study_design_scores_gemma":[0.1135243,0.0305127,0.02405288,0.002608363,0.003059977,0.005615504,0.002282792,0.004033748,0.6673515,0.0007557293,0.1451243,0.00107818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886139,0.005876529,0.001835213,0.001550179,0.00006996129,0.00103077,0.000009877034,0.00002780523,0.0009857528],"genre_scores_gemma":[0.9867431,0.002661849,0.008788301,0.0006219455,0.0005775498,0.0001502731,0.000006893979,0.00004155591,0.0004085502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2673484,"threshold_uncertainty_score":0.6117063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06855806868654425,"score_gpt":0.4838860771294599,"score_spread":0.4153280084429156,"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."}}