{"id":"W4390350534","doi":"10.14740/jcgo903","title":"Transabdominal Ultrasound-Guided Tube Drainage of Pelvic Collection Following Obstetrics and Gynecological Surgery: Is It Safe and Effective?","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ultrasound; Tube (container); Obstetrics; Gynecological surgery; Transvaginal ultrasound; Surgery; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002251692,0.0001879175,0.001195029,0.0005302167,0.0002008159,0.00002671457,0.00008698885,0.0004666009,0.00005604955],"category_scores_gemma":[0.06808434,0.0001472133,0.0003985104,0.001209009,0.0003020008,0.000120308,0.00005051962,0.0007090776,0.000003476564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004923969,"about_ca_system_score_gemma":0.0002107099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002739117,"about_ca_topic_score_gemma":0.000003658035,"domain_scores_codex":[0.9973418,0.0003054246,0.001477274,0.0003051872,0.0002869245,0.0002833649],"domain_scores_gemma":[0.9235801,0.07507651,0.0005745371,0.0001413783,0.0003195285,0.000307981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005929261,0.0007055538,0.9182315,0.0004631007,0.0007758806,0.0005983417,0.0009099607,0.000008897875,0.0009181821,0.0002685628,0.01125041,0.06527667],"study_design_scores_gemma":[0.004052002,0.002562135,0.9843671,0.00008997446,0.0006763827,0.0008592201,0.0004527262,0.0004071979,0.00009541918,0.001651481,0.004619858,0.0001664486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919724,0.002903761,0.0002327134,0.002688049,0.001294543,0.000359046,0.000006535947,0.00001490051,0.0005280252],"genre_scores_gemma":[0.9921916,0.005667811,0.0006612418,0.0009749159,0.00009458247,0.00000792108,0.000003579406,0.00001429036,0.0003841144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07477109,"threshold_uncertainty_score":0.9397656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07638302880004472,"score_gpt":0.3781867011033816,"score_spread":0.3018036723033369,"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."}}