{"id":"W4404792283","doi":"10.1097/aog.0000000000005766","title":"Hysterectomy at a Young Age","year":2024,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hysterectomy; Medicine; Surgery","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":[0.0002442452,0.0001997244,0.0003173466,0.0004681056,0.001375356,0.0005793676,0.0001895073,0.0006901405,0.01219964],"category_scores_gemma":[0.002143849,0.0001714151,0.000371341,0.0004811835,0.0002838463,0.0009982431,0.0004892029,0.001180878,0.001829044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005368418,"about_ca_system_score_gemma":0.001054112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004867136,"about_ca_topic_score_gemma":0.01062725,"domain_scores_codex":[0.9997794,0.00003258636,0.00001667822,0.00003256054,0.00005780156,0.00008096374],"domain_scores_gemma":[0.9995484,0.00007394262,0.0001051756,0.00001759297,0.00005819958,0.0001967547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002044319,0.0003041106,0.4776517,0.0007933825,0.0001492004,0.07306266,0.003985276,0.0001556481,0.002213906,0.007092508,0.1908094,0.2435779],"study_design_scores_gemma":[0.00004569936,0.0004732962,0.3989804,0.00390027,0.0001976309,0.2881994,0.01122167,0.0002357457,0.0005764253,0.007623482,0.2884382,0.0001077812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5053283,0.1628254,0.002426164,0.08181272,0.01381465,0.0002861765,0.003073611,0.0002348102,0.2301982],"genre_scores_gemma":[0.8323324,0.104285,0.000994521,0.0321301,0.004995165,0.00009579564,0.001079079,0.0000611182,0.02402685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219964,"threshold_uncertainty_score":0.04081184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766552871135973,"score_gpt":0.2726795045119734,"score_spread":0.2550139758006137,"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."}}