{"id":"W1840728003","doi":"10.1097/sla.0000000000001184","title":"Recommendations for laparoscopic liver resection: a report from the second international consensus conference held in Morioka.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1336,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Consensus conference; Resection; General surgery; Medicine; Medical physics; 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":[0.07225515,0.001650428,0.002033592,0.00792349,0.002511104,0.004088819,0.005274445,0.00928249,0.004820183],"category_scores_gemma":[0.1031608,0.001327711,0.004995546,0.006289825,0.001370173,0.003476083,0.005636053,0.00964353,0.003556463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01110225,"about_ca_system_score_gemma":0.04676757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02128879,"about_ca_topic_score_gemma":0.0247503,"domain_scores_codex":[0.9547396,0.01331402,0.0154502,0.001965204,0.01265397,0.001877003],"domain_scores_gemma":[0.8976746,0.02026166,0.009868583,0.001980082,0.06264865,0.007566451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001808723,0.0001296464,0.005440779,0.01275581,0.0003591556,0.0004981619,0.002245909,0.0005627469,0.0007409698,0.002053575,0.8002811,0.1747512],"study_design_scores_gemma":[0.0002028417,0.00009700558,0.01022099,0.0337119,0.0006503942,0.000510506,0.002396394,0.0003589715,0.0005808723,0.002527496,0.9485684,0.0001742439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005474089,0.1630187,0.01200106,0.7155489,0.06134805,0.008679967,0.01273393,0.0002736559,0.02092152],"genre_scores_gemma":[0.09114029,0.3796536,0.173267,0.2040437,0.02386237,0.03341375,0.05382729,0.0006084881,0.04018361],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07225515,"threshold_uncertainty_score":0.3821263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2492952483004384,"score_gpt":0.3022885340844609,"score_spread":0.05299328578402249,"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."}}