{"id":"W2793507075","doi":"10.2196/resprot.8294","title":"Robotic Versus Open Renal Transplantation in Obese Patients: Protocol for a Cost-Benefit Markov Model Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transplantation; Randomized controlled trial; Surgery; Population; Kidney transplantation; Robotic surgery; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03270071,0.003420518,0.003018728,0.001855938,0.001471078,0.001923879,0.003450922,0.003631574,0.05556363],"category_scores_gemma":[0.04175662,0.001624047,0.00685567,0.001620591,0.001451613,0.001184132,0.002617854,0.005321346,0.003698332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006756064,"about_ca_system_score_gemma":0.01324593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861004,"about_ca_topic_score_gemma":0.003676596,"domain_scores_codex":[0.9858043,0.01075407,0.001112,0.0007869034,0.0006561078,0.0008866621],"domain_scores_gemma":[0.9770025,0.01460183,0.002910867,0.001635856,0.002730639,0.00111839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.1692985,0.01982229,0.007466734,0.02537257,0.006648336,0.001487244,0.001306779,0.5394387,0.003229117,0.06631895,0.04550478,0.1141059],"study_design_scores_gemma":[0.3203521,0.05681922,0.01039162,0.01328572,0.008286475,0.0005210195,0.001206078,0.3501576,0.004681787,0.08688728,0.1465828,0.0008282438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01053002,0.0003100097,0.03876217,0.0008210982,0.000180725,0.9372825,0.008786834,0.0001869878,0.003139661],"genre_scores_gemma":[0.01278519,0.0002259222,0.0165734,0.0002020788,0.00002038766,0.9685274,0.001128623,0.000009933327,0.0005270253],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05556363,"threshold_uncertainty_score":0.1858789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3070778699384278,"score_gpt":0.5818362956142857,"score_spread":0.2747584256758579,"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."}}