{"id":"W4225619929","doi":"10.1097/ogx.0000000000001022","title":"Predictors of Persistent Postsurgical Pain After Hysterectomy—A Prospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Prospective cohort study; Hysterectomy; Cohort; Cohort study; General surgery; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007646176,0.0002985664,0.0003036431,0.0008167151,0.0009198407,0.0007575279,0.0006366033,0.000593473,0.001905546],"category_scores_gemma":[0.001545298,0.0007001451,0.0006530163,0.001292523,0.0003222229,0.0006802978,0.0007317798,0.001047527,0.0004001008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007340537,"about_ca_system_score_gemma":0.00118146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08148624,"about_ca_topic_score_gemma":0.1084454,"domain_scores_codex":[0.9995033,0.00007303795,0.00004566032,0.0001083118,0.0001105038,0.000159291],"domain_scores_gemma":[0.9989725,0.0001073765,0.000346474,0.0001156638,0.0001575268,0.0003004353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001088876,0.00008382513,0.9990404,0.000004048243,0.00004113102,0.00005013057,0.00006734106,0.000009989863,0.0001023827,0.000007896523,0.0001430718,0.0003409652],"study_design_scores_gemma":[0.00001374005,0.0001152899,0.9992782,0.000004970389,0.00002122268,0.00009222432,0.0002796297,0.00006752058,0.00001642765,0.000005880739,0.0001004613,0.000004521578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985794,0.0001010422,0.00004343336,0.00004098039,0.000009840239,0.00003138847,0.0009606856,0.000001667392,0.0002315023],"genre_scores_gemma":[0.9985889,0.0001334507,0.00008572669,0.00005278508,0.0000138972,0.00003445065,0.0008565886,0.000002148796,0.0002319929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08148624,"threshold_uncertainty_score":0.1620238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756119880469059,"score_gpt":0.2904440694705172,"score_spread":0.2628828706658266,"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."}}