{"id":"W2979157870","doi":"10.1097/md.0000000000017263","title":"Robot-assisted retroperitoneal laparoscopic partial nephrectomy without hilar occlusion VS classic robot-assisted retroperitoneal laparoscopic partial nephrectomy","year":2019,"lang":"en","type":"article","venue":"Medicine","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"National Natural Science Foundation of China","keywords":"Medicine; Clamp; Nephrectomy; Surgery; Blood loss; Laparoscopy; Renal function; Urology; Kidney; 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":[0.0002420925,0.0001385628,0.0002919529,0.0001899071,0.00007080686,0.0002156517,0.0001940963,0.0001359628,0.00118444],"category_scores_gemma":[0.0005040063,0.00006491064,0.0003057632,0.0001581307,0.0001625917,0.0003216607,0.0001937733,0.0002642562,0.0001351362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109685,"about_ca_system_score_gemma":0.000155991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095508,"about_ca_topic_score_gemma":0.0002856165,"domain_scores_codex":[0.9998569,0.00003307526,0.00001964086,0.00002665615,0.00004389017,0.00001971871],"domain_scores_gemma":[0.9997861,0.00004880808,0.00008258178,0.00002620713,0.00001767449,0.00003874434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03159834,0.004348283,0.1987183,0.003585218,0.001941842,0.003033705,0.0002604537,0.006026592,0.05662838,0.001221505,0.002003223,0.6906341],"study_design_scores_gemma":[0.003596639,0.09017966,0.7642367,0.0004731111,0.003106681,0.04008889,0.0005771503,0.0140909,0.04463543,0.002055478,0.03680587,0.0001535536],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875217,0.007453564,0.002845254,0.00009399499,0.00009402708,0.0000480003,0.0001211798,0.00003578797,0.00178641],"genre_scores_gemma":[0.9970685,0.0009944235,0.001298768,0.00008108102,0.00006079351,0.00001986381,0.0001191912,0.000002543751,0.0003549138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00118444,"threshold_uncertainty_score":0.003962338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618974386947696,"score_gpt":0.2825845832877302,"score_spread":0.2563948394182532,"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."}}