{"id":"W3190656951","doi":"10.1016/j.eururo.2021.07.005","title":"Retrospective Concomitant Nonrandomized Comparison of “Touch” Cautery Versus Athermal Dissection of the Prostatic Vascular Pedicles and Neurovascular Bundles During Robot-assisted Radical Prostatectomy","year":2021,"lang":"en","type":"article","venue":"European Urology","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Neurovascular bundle; Prostatectomy; Surgery; Concomitant; Body mass index; Retrospective cohort study; Dissection (medical); Prostate; Urology; Erectile dysfunction; Laparoscopic radical prostatectomy; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736969,0.000171304,0.0006559415,0.0000746016,0.0001540586,0.000009959755,0.00005550012,0.0000525565,0.00005838772],"category_scores_gemma":[0.0008946191,0.0001212758,0.0001983175,0.0002561634,0.0004278615,0.00003996774,0.0001287724,0.0002844479,0.000004575087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003251092,"about_ca_system_score_gemma":0.00005491015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243379,"about_ca_topic_score_gemma":0.00001329979,"domain_scores_codex":[0.9978628,0.0008061313,0.0005127307,0.0003478869,0.0002846368,0.0001858854],"domain_scores_gemma":[0.9989045,0.0002264321,0.0002371343,0.0003212002,0.0002382219,0.00007246633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03093495,0.001499402,0.6194913,0.0006450767,0.002473365,0.0003436529,0.004662752,0.0002461078,0.3365394,0.0003816632,0.0002299107,0.002552462],"study_design_scores_gemma":[0.02476669,0.0009771391,0.963277,0.00003691752,0.000578385,0.0002360962,0.0008223897,0.0002057782,0.008267543,0.000006953662,0.0007197596,0.0001052907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962132,0.0008511573,0.0004142444,0.0003714098,0.0007363161,0.0004307477,0.000005519618,0.00005076551,0.0009266544],"genre_scores_gemma":[0.9993634,0.0000990836,0.000113836,0.0001096516,0.00009956177,0.00001068361,0.0000102005,0.00002924913,0.0001643769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3437858,"threshold_uncertainty_score":0.4945482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386175423654825,"score_gpt":0.2725136037749951,"score_spread":0.2486518495384469,"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."}}