{"id":"W2290605192","doi":"10.1007/s00464-016-4801-5","title":"The comparative costs of laparoscopic and open liver resection: a report for the 2nd International Consensus Conference on Laparoscopic Liver Resection","year":2016,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Hepatology; Abdominal surgery; Resection; General surgery; Laparoscopy; Consensus conference; 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":[0.00696041,0.0006386476,0.002830014,0.00483828,0.0001920555,0.00218214,0.001406895,0.001100288,0.002154669],"category_scores_gemma":[0.01355588,0.0004052513,0.003119172,0.00793858,0.0005942323,0.001661097,0.0010241,0.001879917,0.0002355736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003751418,"about_ca_system_score_gemma":0.004023791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007867865,"about_ca_topic_score_gemma":0.01338724,"domain_scores_codex":[0.9968802,0.0007302924,0.0008458769,0.0002534653,0.001140257,0.0001499637],"domain_scores_gemma":[0.9923338,0.004859788,0.001565278,0.00008795437,0.001004802,0.0001483669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002057544,0.0001035814,0.02709391,0.1281028,0.01218683,0.0003735674,0.000245148,0.001974415,0.0004478963,0.006618063,0.03776081,0.7830354],"study_design_scores_gemma":[0.001017679,0.0006353114,0.1609993,0.2090132,0.0457116,0.004499332,0.001692082,0.001370217,0.001496391,0.005959368,0.5672912,0.0003142477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00140113,0.9959999,0.00009469851,0.001441575,0.000198498,0.000009556842,0.0004549145,0.000001757106,0.0003980412],"genre_scores_gemma":[0.01855171,0.9791956,0.0005111762,0.0006952541,0.0003484428,0.00003714254,0.000558242,0.000005789815,0.00009664703],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007867865,"threshold_uncertainty_score":0.03681058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2314670849856504,"score_gpt":0.4073952058295023,"score_spread":0.1759281208438519,"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."}}