{"id":"W4410506406","doi":"10.14739/2310-1210.2025.2.317096","title":"Effectiveness of laparoendoscopic surgical treatment with single-site / single-incision laparoscopic surgery method in gynecological practice","year":2025,"lang":"en","type":"article","venue":"Zaporozhye Medical Journal","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Laparoscopic surgery; Surgery; Laparoscopy; Gynecological surgery; General surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055572,0.0001644695,0.0001725939,0.0004981433,0.0001640198,0.0002101456,0.0001794759,0.0001879176,0.00201872],"category_scores_gemma":[0.00193286,0.00005904694,0.0002632288,0.0002213486,0.000170798,0.000224813,0.0003008546,0.0001885143,0.0001732077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124024,"about_ca_system_score_gemma":0.0004137547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003689801,"about_ca_topic_score_gemma":0.0009647623,"domain_scores_codex":[0.9995016,0.0001912581,0.00003641338,0.00006945989,0.0001446734,0.00005658731],"domain_scores_gemma":[0.9989153,0.0003100593,0.0003549123,0.00004272944,0.000100543,0.0002765172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001563699,0.001812136,0.523811,0.001029646,0.0001915414,0.001142832,0.0003960701,0.0005137029,0.006047959,0.0001049202,0.001099695,0.4622867],"study_design_scores_gemma":[0.0001894987,0.01231143,0.9712224,0.0003205937,0.0001819148,0.007060218,0.0008842935,0.0007196935,0.001736166,0.0001069167,0.005241425,0.00002540238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880679,0.008936482,0.0005004498,0.0002638544,0.00005104091,0.00004390525,0.00005949149,0.00001935226,0.002057498],"genre_scores_gemma":[0.9950786,0.003493448,0.0008418135,0.00009517642,0.0001139952,0.00002507439,0.00007788353,0.000002807913,0.0002711929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00201872,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002636961097332,"score_gpt":0.3579251162978718,"score_spread":0.3278987466868985,"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."}}