{"id":"W2729907919","doi":"10.1016/j.ajog.2017.07.004","title":"The development of a retroperitoneal dissection model","year":2017,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto East General Hospital; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Likert scale; Dissection (medical); Ureter; Laparoscopy; Surgery; Laparoscopic surgery; General surgery; Medical physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002673431,0.0002775585,0.000191468,0.0002421998,0.0002994913,0.0007822504,0.001355812,0.0005442817,0.006120597],"category_scores_gemma":[0.0005994533,0.0002448063,0.0003896207,0.0001808602,0.0002341135,0.0005974956,0.0008880444,0.0006109949,0.000742504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004282309,"about_ca_system_score_gemma":0.001420732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004014707,"about_ca_topic_score_gemma":0.004289142,"domain_scores_codex":[0.9998789,0.00002566868,0.000006116786,0.00002010013,0.00005397929,0.00001524532],"domain_scores_gemma":[0.9997599,0.00007574716,0.00002299515,0.0000320009,0.00007342843,0.00003592564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001952581,0.0003279461,0.003771017,0.0001840625,0.00004390138,0.0003749797,0.0002770406,0.8429754,0.02325724,0.07456032,0.002409687,0.05162312],"study_design_scores_gemma":[0.00004011411,0.000104577,0.0005064128,0.00002765149,0.00002133631,0.00007852861,0.00005053751,0.9779068,0.003745233,0.003897384,0.01360509,0.00001631717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2201029,0.0002693879,0.6875977,0.001007951,0.0003102279,0.0006542276,0.001057735,0.001167745,0.08783219],"genre_scores_gemma":[0.672713,0.000473933,0.3037132,0.0001294055,0.00003219331,0.0004121707,0.000631392,0.0001714721,0.02172332],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006120597,"threshold_uncertainty_score":0.02047545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377482695111823,"score_gpt":0.3182261992983014,"score_spread":0.2844513723471832,"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."}}