{"id":"W3081589344","doi":"10.1097/01.tp.0000698288.30524.6b","title":"OUTCOMES OF ROBOTIC LIVING DONOR RIGHT HEPATECTOMY FROM 52 CONSECUTIVE CASES: COMPARISON WITH OPEN AND LAPAROSCOPY-ASSISTED DONOR HEPATECTOMY","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatectomy; Surgery; Laparoscopy; Perioperative; Complication; Propensity score matching; Blood loss; Resection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008091085,0.0002473222,0.0007249365,0.0000699459,0.00009010459,0.0000532342,0.0001013643,0.00009013787,0.0001742325],"category_scores_gemma":[0.0000189252,0.0001832875,0.00006867961,0.0001974594,0.00009254932,0.0001857282,0.00001928095,0.0001345935,0.00001381591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003283102,"about_ca_system_score_gemma":0.00008405463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00415541,"about_ca_topic_score_gemma":0.0009080971,"domain_scores_codex":[0.9987299,0.0001240183,0.000378261,0.0003718142,0.0002035529,0.0001924413],"domain_scores_gemma":[0.9990004,0.0004229228,0.0001641698,0.0001469566,0.00007612542,0.0001894169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001759783,0.0001845337,0.9861428,0.0003357177,0.0004518707,0.0004545343,0.004839606,0.00000443207,0.005383895,0.00001798708,0.00001937179,0.0004054461],"study_design_scores_gemma":[0.005620712,0.001316598,0.9154154,0.0005802293,0.002146224,0.00008716744,0.0005339038,0.00343784,0.07054286,0.000008961078,0.00003669432,0.0002733758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960701,0.0003141457,0.001250562,0.0005699216,0.00003320388,0.001183246,0.0001587907,0.00006771905,0.0003523187],"genre_scores_gemma":[0.9958786,0.0001413735,0.003190784,0.0002049919,0.00002230759,0.00007054031,0.0004405804,0.00002811747,0.00002264949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07072739,"threshold_uncertainty_score":0.7474248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07805363152618904,"score_gpt":0.2897469255811691,"score_spread":0.2116932940549801,"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."}}