{"id":"W4386895437","doi":"10.3389/fonc.2023.1249683","title":"Comparison of perioperative, oncologic, and functional outcomes between 3D and 2D laparoscopic radical prostatectomy: a systemic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Meta-analysis; Laparoscopic radical prostatectomy; Prostatectomy; Confidence interval; Laparoscopy; Jadad scale; Urology; Cochrane Library; Surgery; Internal medicine; Prostate cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009264282,0.0003620353,0.01153174,0.0005227017,0.00006125883,0.00001263267,0.00006175118,0.0004704154,0.0001504966],"category_scores_gemma":[0.0003799938,0.0002300261,0.0005192929,0.0007231554,0.0004034948,0.00003479242,0.00009894723,0.000569019,0.000002695864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906408,"about_ca_system_score_gemma":0.000280558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001239071,"about_ca_topic_score_gemma":0.00001319233,"domain_scores_codex":[0.9969515,0.0007447157,0.00130405,0.0005533422,0.0002122043,0.000234189],"domain_scores_gemma":[0.9978749,0.001191444,0.0005171464,0.0001810109,0.00006542411,0.000170127],"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":[0.0001006458,0.0002401164,0.2583203,0.08799402,0.1550011,0.0001154992,0.0005164402,0.000009135636,6.008702e-8,0.0001443883,0.0007444668,0.4968139],"study_design_scores_gemma":[0.001928088,0.0003678351,0.005614993,0.001280295,0.4173184,0.00003389262,0.0001597164,0.00007489348,3.161274e-8,0.00001020273,0.5729977,0.0002139182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003056142,0.9969609,0.0001319294,0.0002734301,0.0001178315,0.001747511,0.00006964569,0.00003197051,0.0003611568],"genre_scores_gemma":[0.001497279,0.9956459,0.0015187,0.0002559851,0.00003023525,0.000287899,0.000189228,0.0000243276,0.0005503985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5722532,"threshold_uncertainty_score":0.938019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2463261506019964,"score_gpt":0.470308382756544,"score_spread":0.2239822321545475,"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."}}