{"id":"W3147215191","doi":"10.1016/j.transproceed.2003.08.006","title":"Laparoscopic hand-assisted living donor nephrectomy: the Calgary experience","year":2003,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Surgery; Nephrectomy; Laparoscopy; Kidney transplantation; Kidney; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002036519,0.0001688165,0.0001794621,0.0001119194,0.0003135621,0.000101591,0.00008408232,0.00008591963,0.0004410206],"category_scores_gemma":[0.0000549986,0.0001253712,0.00006422593,0.0004003491,0.0001144663,0.000295305,0.000002327738,0.000188618,0.0000593564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000431094,"about_ca_system_score_gemma":0.00007868176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002577082,"about_ca_topic_score_gemma":0.0000176297,"domain_scores_codex":[0.9988555,0.00002121766,0.0002932744,0.0002723012,0.0003233408,0.0002343177],"domain_scores_gemma":[0.9994794,0.00009532647,0.00008362898,0.00008516337,0.0001494117,0.000107129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009043671,0.0006223004,0.4121551,0.002105624,0.0002229531,0.00008407679,0.1032859,0.000004983246,0.4254597,0.04938192,0.000791591,0.004981503],"study_design_scores_gemma":[0.003814645,0.0001940749,0.7065161,0.0005778237,0.0004205685,0.001092073,0.002120611,0.0001634669,0.2770841,0.0001812411,0.00746309,0.0003721686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808381,0.0000953573,0.001507899,0.0005754443,0.0001801852,0.0004704819,0.000005255425,0.0001567814,0.0161705],"genre_scores_gemma":[0.9963391,0.0002705138,0.001045083,0.001025248,0.00004721154,0.00008274033,0.00002825747,0.00002485049,0.001137037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.294361,"threshold_uncertainty_score":0.5112489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861793711212019,"score_gpt":0.2655305223086236,"score_spread":0.2469125851965034,"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."}}