{"id":"W4233597979","doi":"10.3410/f.726072001.793513237","title":"Faculty Opinions recommendation of A new surgical area opened in renal transplantation: a pure robot-assisted approach for both living donor nephrectomy and kidney transplantation using transvaginal route.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Nephrectomy; Transplantation; Kidney transplantation; Surgery; 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":[0.0008580323,0.001673633,0.001212763,0.002321375,0.0004435291,0.001885153,0.002039012,0.00211438,0.05118918],"category_scores_gemma":[0.007518295,0.0004412613,0.00157434,0.003612672,0.0002573833,0.001322709,0.001260366,0.001524108,0.05244241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316528,"about_ca_system_score_gemma":0.00274115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02128052,"about_ca_topic_score_gemma":0.0615794,"domain_scores_codex":[0.9990213,0.0001195362,0.0001731532,0.00031302,0.0002488854,0.0001240639],"domain_scores_gemma":[0.9973279,0.0005905115,0.0006003023,0.0004398247,0.0006596113,0.000381818],"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":[0.0001769876,0.00002998583,0.003777584,0.0009785416,0.00008413697,0.00002953964,0.00001106945,0.0002821058,0.0001033323,0.000202696,0.9893718,0.004952274],"study_design_scores_gemma":[0.0008325463,0.00004665794,0.0161489,0.0009026507,0.0001615585,0.0001871956,0.00006217533,0.001140891,0.000618757,0.001126368,0.9787171,0.00005515052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002564023,0.0001202823,0.00005919944,0.0001316263,0.00003661631,0.0000144283,0.998414,0.0001834084,0.0007839891],"genre_scores_gemma":[0.001018328,0.000140543,0.0003293446,0.0001124043,0.00002207488,0.00004992801,0.9973351,0.0000388047,0.000953381],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05118918,"threshold_uncertainty_score":0.1712449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05080129382964841,"score_gpt":0.3524662882039342,"score_spread":0.3016649943742858,"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."}}