{"id":"W4296608680","doi":"10.1089/gyn.2022.0067","title":"A Randomized Clinical Trial Comparing Laparoscopic and Vaginal Hysterectomy for Benign Disease: An Egyptian University Hospital Experience","year":2022,"lang":"en","type":"article","venue":"Journal of Gynecologic Surgery","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hysterectomy; Surgery; Randomized controlled trial; General surgery; University hospital; Clinical trial; Laparoscopic hysterectomy; Laparoscopy","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":[0.001859377,0.000122267,0.001106888,0.0001399071,0.0001948575,0.00002059933,0.00009236593,0.00003806863,0.000131641],"category_scores_gemma":[0.0009172905,0.00009424885,0.0004299409,0.00008833218,0.0001329943,0.0001474478,0.0000821058,0.0002130564,4.124763e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184151,"about_ca_system_score_gemma":0.0002461562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007459892,"about_ca_topic_score_gemma":0.000001786188,"domain_scores_codex":[0.9982111,0.0006013494,0.0005811534,0.0001960091,0.0002194808,0.000190838],"domain_scores_gemma":[0.9966698,0.002324932,0.0004964325,0.0001289387,0.0000821752,0.0002977382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5306963,0.001491846,0.4622924,0.00002653849,0.0003013752,0.001285015,0.0002346652,0.000006091565,0.000004684274,0.00003049371,0.0004222888,0.003208305],"study_design_scores_gemma":[0.7490144,0.004688205,0.2371318,0.00004246041,0.0006541363,0.0001582304,0.001168789,0.000347408,0.000006134003,0.0001086859,0.006510148,0.00016965],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970739,0.0002432077,0.00006659642,0.0004561205,0.001432918,0.0006586332,0.000008427583,0.00001428731,0.00004583698],"genre_scores_gemma":[0.9990317,0.00008776091,0.0004156808,0.0001018042,0.000207574,0.00002282658,0.00001103496,0.000008297023,0.0001133331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2251606,"threshold_uncertainty_score":0.3843356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08122203596799937,"score_gpt":0.3503680621953336,"score_spread":0.2691460262273342,"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."}}