{"id":"W2083811446","doi":"10.1007/s00464-003-9172-z","title":"Laparoscopic nephrectomy for autosomal dominant polycystic kidney disease","year":2004,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Surgery; Nephrectomy; Dialysis; Kidney disease; Nephrology; Abdominal surgery; Enterotomy; Autosomal dominant polycystic kidney disease; Blood transfusion; Laparotomy; Kidney; Cyst; 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":[0.0003186156,0.000487356,0.0005578176,0.0005001973,0.0007418279,0.0003059763,0.0003897779,0.000635138,0.001429867],"category_scores_gemma":[0.0006726826,0.0001658587,0.0007153398,0.0002503628,0.0005034471,0.0004568221,0.000483403,0.0006872581,0.0002068607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004708219,"about_ca_system_score_gemma":0.0005667838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000854119,"about_ca_topic_score_gemma":0.001692693,"domain_scores_codex":[0.9998574,0.00002077661,0.00001433535,0.00002256493,0.00003717541,0.00004767767],"domain_scores_gemma":[0.9996966,0.00006790221,0.00003978179,0.00003119583,0.000008951256,0.0001556252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.008743186,0.0011119,0.1986308,0.000574888,0.000971238,0.3314203,0.0004892189,0.003372142,0.1923006,0.00361376,0.005022232,0.2537497],"study_design_scores_gemma":[0.0003923079,0.001976173,0.1421001,0.00003523848,0.0001706838,0.8334657,0.0001508889,0.002500108,0.01112196,0.0007868432,0.007232668,0.00006732021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979574,0.004875765,0.007140419,0.001210957,0.0001949713,0.00004174738,0.0001233241,0.0003238863,0.006514956],"genre_scores_gemma":[0.9937297,0.0008185749,0.003519519,0.0002131955,0.00014381,0.00001492527,0.0001468343,0.00002475268,0.0013886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001429867,"threshold_uncertainty_score":0.004783332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007591510821389588,"score_gpt":0.2604820295854252,"score_spread":0.2528905187640356,"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."}}