{"id":"W4415420174","doi":"10.1016/j.jmig.2025.09.211","title":"13420 Risk Factors for Readmission Following Benign Minimally Invasive Hysterectomy in the U.S.– Outpatient and Inpatient Setting","year":2025,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Hospital readmission; Hysterectomy; Outpatient surgery; Hospital discharge; Cohort; Medical record; Ambulatory care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002217261,0.0001748783,0.0002118357,0.0005529773,0.0003779062,0.0004110303,0.0002666067,0.0003950284,0.006225391],"category_scores_gemma":[0.002348423,0.0002199513,0.0004025476,0.0007882967,0.0001680782,0.0002982864,0.000349957,0.0007540614,0.0003663867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004621432,"about_ca_system_score_gemma":0.0007670625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02501427,"about_ca_topic_score_gemma":0.04206027,"domain_scores_codex":[0.9997186,0.00006733365,0.0000420921,0.00003573885,0.00005493889,0.00008127995],"domain_scores_gemma":[0.9982445,0.0002921213,0.0008295471,0.00005800632,0.0001531284,0.0004226032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005044505,0.00005205519,0.9977736,0.00001084515,0.00002559353,0.00007344914,0.00002838338,0.00002389746,0.00003834606,0.00001466771,0.0007895969,0.00111903],"study_design_scores_gemma":[0.000005124914,0.00004298189,0.9991761,0.00001957578,0.00001117281,0.000164673,0.0002355924,0.0001266484,0.00001317016,0.00001496389,0.0001869967,0.000002989435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958618,0.0006100217,0.00003476096,0.000436196,0.00003918826,0.000009715626,0.001214524,0.000008738573,0.001785093],"genre_scores_gemma":[0.9982387,0.0002208713,0.00003701837,0.0001410229,0.00004026757,0.000008634582,0.0008881997,0.000003383028,0.0004219331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02501427,"threshold_uncertainty_score":0.04973733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767540344886238,"score_gpt":0.2866102598341575,"score_spread":0.2689348563852951,"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."}}