{"id":"W2921100324","doi":"10.1016/j.jogc.2018.12.006","title":"No. 377-Hysterectomy for Benign Gynaecologic Indications","year":2019,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Bible College","funders":"AbbVie Canada; Allergan","keywords":"Medicine; Hysterectomy; Guideline; MEDLINE; General surgery; CINAHL; Gynecology; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001139263,0.0001099232,0.0003851195,0.0001842417,0.0000640465,0.00001259809,0.00008192448,0.00009535663,0.0005221302],"category_scores_gemma":[0.00121967,0.00008207884,0.00007496415,0.000164548,0.00002315332,0.00005143535,0.00002606054,0.0001560288,0.000005941617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792364,"about_ca_system_score_gemma":0.001149789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431873,"about_ca_topic_score_gemma":0.002405083,"domain_scores_codex":[0.9991317,0.0000192905,0.0003530674,0.0001253957,0.000163808,0.0002067122],"domain_scores_gemma":[0.9977954,0.00120206,0.0003149369,0.000122827,0.0003854785,0.0001792845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002250666,0.0002594546,0.9483564,0.000128332,0.0005207238,0.0009241548,0.0000396077,0.000007521165,0.00006063468,0.0004872297,0.005740591,0.04345284],"study_design_scores_gemma":[0.005129306,0.001926968,0.8663769,0.000004493922,0.0001789294,0.0001150511,0.00005481251,0.0000619395,0.00003988025,0.0001121275,0.1259076,0.00009206223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840151,0.00120941,0.00003326716,0.0005602489,0.008906749,0.000410026,0.00002775405,0.00000411962,0.004833336],"genre_scores_gemma":[0.9954599,0.00005388533,0.001628135,0.0005651906,0.0000358766,0.000008773462,0.00001035317,0.00001121372,0.002226747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.120167,"threshold_uncertainty_score":0.571696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263203619770115,"score_gpt":0.2439207460757367,"score_spread":0.2312887098780355,"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."}}