{"id":"W27087481","doi":"","title":"Resident involvement in open radical prostatectomy: a review of urology surgical training.","year":2006,"lang":"en","type":"review","venue":"PubMed","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Prostatectomy; Graduate medical education; Accreditation; Dissection (medical); Prostate cancer; Urology; General surgery; Family medicine; Medical education; Surgery; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001449998,0.0003042154,0.0004403067,0.004536881,0.0002976285,0.0007352084,0.0005202274,0.0006239994,0.001804642],"category_scores_gemma":[0.004310621,0.0002931276,0.000329434,0.006160324,0.0005642306,0.001166322,0.0004190808,0.0004692325,0.0003238095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009722146,"about_ca_system_score_gemma":0.00210008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009415021,"about_ca_topic_score_gemma":0.02079977,"domain_scores_codex":[0.9991081,0.0001976243,0.0001954443,0.0001531107,0.0002750096,0.00007065991],"domain_scores_gemma":[0.9944462,0.002249568,0.001678652,0.00006065051,0.001052266,0.000512803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001963064,0.0001806527,0.1630277,0.01857566,0.0002077837,0.001026661,0.001491853,0.0003179785,0.0005206746,0.0004436705,0.0243248,0.7896863],"study_design_scores_gemma":[0.00002777027,0.0004767887,0.8356304,0.02081199,0.000308815,0.009940693,0.003413747,0.000347798,0.0002581516,0.0001325651,0.1286055,0.00004591881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0291013,0.9682202,0.0001022305,0.001113409,0.0002679705,0.0000108571,0.0001323476,0.00001029912,0.001041261],"genre_scores_gemma":[0.1312041,0.8668871,0.0002150617,0.000517419,0.0004993597,0.00001264051,0.0002712115,0.000004360301,0.0003888042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009415021,"threshold_uncertainty_score":0.01872045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1739644755131957,"score_gpt":0.3840569596586726,"score_spread":0.2100924841454769,"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."}}