{"id":"W4413541790","doi":"10.64628/aam.n336tv75k","title":"Hysterectomy is more common, and occurs at younger ages, for women with less education","year":2024,"lang":"en","type":"article","venue":"","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hysterectomy; Medicine; Gynecology; Demography; Sociology; 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":[0.0002137002,0.0002066791,0.0004821419,0.000906729,0.0009907004,0.000442166,0.0002956461,0.0004499028,0.02882318],"category_scores_gemma":[0.002962077,0.0001457901,0.000473717,0.001534442,0.0002381393,0.0004203355,0.0004133116,0.0009099919,0.002467206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004495307,"about_ca_system_score_gemma":0.0008225784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009482667,"about_ca_topic_score_gemma":0.01201576,"domain_scores_codex":[0.9996982,0.00003529138,0.00002320154,0.00005384938,0.00009689192,0.00009261288],"domain_scores_gemma":[0.9986036,0.000340352,0.000616369,0.00005663409,0.00009342442,0.000289537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002574293,0.0003066965,0.8924792,0.0005422932,0.0001244777,0.002506664,0.0007537492,0.0001125871,0.00219663,0.0007429174,0.0102723,0.08970492],"study_design_scores_gemma":[0.00002685207,0.0001981664,0.9586906,0.0005813856,0.00008753383,0.012239,0.002299126,0.00008041102,0.0005124863,0.0004885152,0.02477336,0.00002244713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922094,0.02346808,0.0009595579,0.005135422,0.0006695217,0.00007715332,0.003894961,0.0001212345,0.0734647],"genre_scores_gemma":[0.9677911,0.0140284,0.0005184998,0.001674279,0.0003423498,0.00004143469,0.00170805,0.00005736575,0.01383855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02882318,"threshold_uncertainty_score":0.09642309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833867470632886,"score_gpt":0.3072053884921337,"score_spread":0.2888667137858049,"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."}}