{"id":"W1896492153","doi":"10.1111/j.1399-0012.2010.01302.x","title":"Retroperitoneoscopic living donor nephrectomy: initial experience with a unique hand‐assisted approach","year":2010,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Nephrectomy; Surgery; Abdomen; Blood loss; Learning curve; Laparoscopy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003398274,0.0001827699,0.0003178529,0.0001113552,0.0001672708,0.00006499764,0.00009381267,0.0002422418,0.0002300512],"category_scores_gemma":[0.00009813246,0.0001445398,0.0000918656,0.0002852058,0.0003271495,0.0002350769,0.000004165857,0.000628055,0.00002817842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001690282,"about_ca_system_score_gemma":0.0001699152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003951142,"about_ca_topic_score_gemma":0.0001576155,"domain_scores_codex":[0.9984059,0.000123352,0.0005469399,0.0004158595,0.0002954009,0.0002125071],"domain_scores_gemma":[0.9989654,0.0003253747,0.0001149459,0.0002413868,0.0001449581,0.0002078702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005818504,0.002184966,0.8431335,0.001252942,0.0002707188,0.0004420826,0.01183592,0.00001184319,0.1098038,0.002109564,0.00007121001,0.02306496],"study_design_scores_gemma":[0.004275164,0.0006561451,0.9759001,0.0003346545,0.0003056419,0.0006616901,0.0002408234,0.0005657531,0.01598195,0.00001688105,0.0007846514,0.0002765965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658263,0.00001013637,0.02784702,0.0003105528,0.0003808116,0.0004732432,0.00001842003,0.0001568094,0.00497665],"genre_scores_gemma":[0.9771316,0.0001219804,0.02133055,0.0005406705,0.0003147137,0.00005975613,0.0002725637,0.00003199515,0.000196184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1327666,"threshold_uncertainty_score":0.5894163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04835459541197886,"score_gpt":0.367786921649252,"score_spread":0.3194323262372732,"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."}}