{"id":"W2621091035","doi":"10.1503/cjs.016016","title":"Vascular control during laparoscopic kidney donation","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Queen's University; University of Manitoba; Western University","funders":"","keywords":"Medicine; CLIPS; Nephrectomy; Kidney donation; Surgery; Gold standard (test); Kidney transplantation; Donation; General surgery; Transplantation; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002799941,0.00005732806,0.0001968179,0.0003032703,0.0002240431,0.00006519217,0.00006000252,0.00004703457,0.0003097742],"category_scores_gemma":[0.0004859568,0.0000533447,0.0001152209,0.00003506611,0.00004520627,0.0002273644,8.968453e-7,0.0001169094,0.0000124712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008767447,"about_ca_system_score_gemma":0.001240668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004719498,"about_ca_topic_score_gemma":0.0008421083,"domain_scores_codex":[0.9994052,0.0000190918,0.0002317887,0.00005552781,0.000153712,0.000134699],"domain_scores_gemma":[0.9988126,0.00003383438,0.0002119728,0.0001343985,0.0001964179,0.0006108468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004976297,0.00001113704,0.9941543,0.0001243572,0.00009950346,0.0007108434,0.0001366928,0.000004876059,0.001781711,0.00008122018,0.001793015,0.001052612],"study_design_scores_gemma":[0.001958904,0.00001134242,0.9890311,0.0002625336,0.00008672076,0.0002324789,0.00001509943,0.000007998065,0.002873405,0.00003174912,0.005435186,0.0000535219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931387,0.0001807512,0.00007865966,0.004931244,0.0007692567,0.00005498341,0.00001241065,0.000004151297,0.0008298111],"genre_scores_gemma":[0.9988145,0.00007718704,0.00002646128,0.0005819395,0.0002707459,5.876184e-7,0.000007179794,0.000009547967,0.000211897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005675722,"threshold_uncertainty_score":0.339181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182709176141891,"score_gpt":0.24230271143055,"score_spread":0.220475619669131,"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."}}