{"id":"W4238904874","doi":"10.2147/rsrr.s81560","title":"Robotic pancreatectomies","year":2016,"lang":"en","type":"review","venue":"Robotic Surgery Research and Reviews","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"General surgery; 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":[0.0005373637,0.0007447252,0.001105304,0.001530368,0.0002447529,0.001159688,0.0006985911,0.0006546014,0.00629947],"category_scores_gemma":[0.0009677039,0.0002112817,0.001125433,0.001264691,0.0005629915,0.001153364,0.0006891284,0.001259496,0.002702983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352709,"about_ca_system_score_gemma":0.0007885585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004553096,"about_ca_topic_score_gemma":0.0007448281,"domain_scores_codex":[0.9996766,0.00005155904,0.00005588606,0.00007902527,0.0001054136,0.00003149253],"domain_scores_gemma":[0.9996939,0.0001367731,0.00007583483,0.00001975679,0.0000492054,0.00002464449],"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":[0.0001002241,0.00006214518,0.0005264012,0.01555025,0.0001886516,0.0006437991,0.0000581393,0.0003825715,0.001549514,0.00180488,0.01301587,0.9661175],"study_design_scores_gemma":[0.00005644056,0.0002848005,0.004898928,0.007936837,0.0003389387,0.01605243,0.0001123864,0.0001958845,0.001962752,0.002588754,0.9655259,0.00004602421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000893919,0.9918099,0.001043385,0.0002630372,0.0003031755,0.00001784666,0.00005793921,0.00004237755,0.005568393],"genre_scores_gemma":[0.006768127,0.9889052,0.001176923,0.0003648775,0.0003994972,0.00002542907,0.0001544989,0.000008170192,0.002197258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00629947,"threshold_uncertainty_score":0.02107382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3694413607407903,"score_gpt":0.4892242518357707,"score_spread":0.1197828910949804,"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."}}