{"id":"W1503180963","doi":"10.1002/rcs.1500","title":"Robotic‐assisted hepatic resection: a systematic review","year":2013,"lang":"en","type":"review","venue":"International Journal of Medical Robotics and Computer Assisted Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Resection; Laparoscopy; Robotic surgery; Surgery; General surgery","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":[0.003298988,0.001161169,0.005435423,0.00856003,0.0004504098,0.001426625,0.001464583,0.0009964277,0.00375531],"category_scores_gemma":[0.01708023,0.0007542069,0.00419852,0.009380694,0.000606592,0.001392954,0.0008888397,0.0006834353,0.0002778237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002269797,"about_ca_system_score_gemma":0.006761203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006099018,"about_ca_topic_score_gemma":0.01849167,"domain_scores_codex":[0.9970737,0.0008875787,0.001139655,0.0002302999,0.0005767623,0.00009206168],"domain_scores_gemma":[0.9893029,0.006901676,0.002492626,0.0001449121,0.0009933837,0.0001644561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001383123,0.00001317043,0.0006804868,0.9454656,0.006457258,0.0001281725,0.0001010806,0.00008788016,0.0001082878,0.0001168602,0.001665212,0.0450376],"study_design_scores_gemma":[0.0003060488,0.0002914384,0.006700033,0.8730391,0.0877142,0.001090408,0.0002649471,0.0001344553,0.0002720137,0.0003113924,0.02983211,0.00004378693],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006676271,0.9985498,0.00009266622,0.0001202435,0.00004717399,0.0001384816,0.0001784404,0.000006023885,0.0001995248],"genre_scores_gemma":[0.009116329,0.9899209,0.0003595737,0.0001716767,0.00004157791,0.0001982427,0.0001106867,0.000002419351,0.0000786957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00856003,"threshold_uncertainty_score":0.01744688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1592892206665244,"score_gpt":0.3418598616656136,"score_spread":0.1825706409990892,"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."}}