{"id":"W2761060074","doi":"10.5489/cuaj.4490","title":"Hilar control during laparoscopic donor nephrectomy: Practice patterns in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Western University; University of Manitoba; Queen's University","funders":"","keywords":"Medicine; Nephrectomy; Surgery; Laparotomy; General surgery; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007831674,0.0001785518,0.0001766747,0.001160574,0.002175742,0.001188678,0.0009394031,0.0003974464,0.003464182],"category_scores_gemma":[0.003496715,0.0001983093,0.0002458753,0.003785474,0.001136702,0.0003915126,0.001045472,0.0005251194,0.0001913734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01928332,"about_ca_system_score_gemma":0.04321936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9646306,"about_ca_topic_score_gemma":0.9779374,"domain_scores_codex":[0.9985487,0.0001071133,0.0001052772,0.0001924187,0.0005895839,0.0004569881],"domain_scores_gemma":[0.9933264,0.0004996008,0.001791738,0.00008953361,0.001765799,0.002526952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005612299,0.0000397695,0.9690741,0.0001924871,0.00002128615,0.000410043,0.004873284,0.0001155215,0.0006213958,0.000241712,0.002052556,0.02230166],"study_design_scores_gemma":[0.000006864733,0.00004480861,0.9809436,0.0001737848,0.0000121683,0.0006043429,0.01348017,0.0002733009,0.0001484196,0.00005087262,0.004237672,0.00002395598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888583,0.002199851,0.0002080643,0.002743727,0.00003075611,0.00004197267,0.000984779,0.00001653475,0.004915942],"genre_scores_gemma":[0.9967653,0.001781535,0.0002412637,0.0003800509,0.000007962876,0.00001009311,0.0002296819,0.000006282338,0.0005779095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0353694,"threshold_uncertainty_score":0.1399109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007401330968652707,"score_gpt":0.2260024443159979,"score_spread":0.2186011133473452,"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."}}