{"id":"W2123125549","doi":"","title":"Comparison of laparoscopic and open nephrectomy for adult polycystic kidney disease: operative challenges and technique.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Nephrectomy; Polycystic kidney disease; Kidney; Laparoscopy; Urology; Surgery; General 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":[0.001109075,0.0002385685,0.0002809308,0.0007000967,0.0001524776,0.0003266774,0.0002192275,0.0002614268,0.0009620769],"category_scores_gemma":[0.003714919,0.0001107013,0.0003781671,0.0003669567,0.0002411066,0.0004441904,0.0004004207,0.0002560897,0.0001613023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970394,"about_ca_system_score_gemma":0.0003048015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002186891,"about_ca_topic_score_gemma":0.0006721074,"domain_scores_codex":[0.9994705,0.0001740762,0.00007677096,0.0000603481,0.0001648843,0.00005338154],"domain_scores_gemma":[0.9979823,0.0008671834,0.0007009982,0.00007521865,0.0001327357,0.0002415166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00593575,0.000600813,0.8008558,0.0006882843,0.0003513899,0.002927626,0.0004653688,0.0007726612,0.01149897,0.0001983835,0.0004395276,0.1752654],"study_design_scores_gemma":[0.0003989476,0.01013765,0.9361923,0.0001224149,0.0002608069,0.0440686,0.0009089562,0.00156398,0.003399428,0.0002235575,0.00267374,0.00004947124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945057,0.003589656,0.001195789,0.00005384217,0.00002801413,0.00002851823,0.00007714432,0.00001078757,0.0005106359],"genre_scores_gemma":[0.9964948,0.001163197,0.001903456,0.00003732399,0.00007662104,0.00002230418,0.0001532281,0.00000406928,0.0001450861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001109075,"threshold_uncertainty_score":0.005865455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157227497073128,"score_gpt":0.2923789530706788,"score_spread":0.2708066780999475,"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."}}