{"id":"W4281739279","doi":"10.1136/bmjebm-2022-podabstracts.77","title":"156 A medical student’s reflections on overdiagnosis and overtreatment as seen in a gynecological case of endometrial hyperplasia","year":2022,"lang":"en","type":"article","venue":"Abstracts","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Overdiagnosis; Medicine; Endometrial hyperplasia; Atypia; Gynecology; Hysterectomy; Endometrial cancer; Cancer; Hyperplasia; Obstetrics; Obstetrics and gynaecology; Hormonal therapy; Endometrium; General surgery; Breast cancer; Internal medicine; Radiology; Pathology; Pregnancy","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":[0.004794942,0.0006344054,0.0006813565,0.00109942,0.01395583,0.004264074,0.002307372,0.02019467,0.006962401],"category_scores_gemma":[0.02199322,0.0009776591,0.001218676,0.000842032,0.009593097,0.006018291,0.005205945,0.02844885,0.001343335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005667131,"about_ca_system_score_gemma":0.004396759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454186,"about_ca_topic_score_gemma":0.02304425,"domain_scores_codex":[0.995553,0.002502933,0.0002317968,0.0003458993,0.0005480738,0.0008183811],"domain_scores_gemma":[0.9930646,0.003083193,0.0007192295,0.0002416339,0.0008195704,0.002071846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001355794,0.0003695103,0.01890244,0.0004307599,0.00006470226,0.268132,0.2257219,0.0004847283,0.001683482,0.02489444,0.4278607,0.03131975],"study_design_scores_gemma":[0.00002871744,0.0003094179,0.00639991,0.001341784,0.00003369894,0.203418,0.2258148,0.0007870545,0.0004981152,0.007772077,0.5533965,0.0001999417],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05870017,0.009040343,0.001035222,0.8909315,0.0161041,0.00006206762,0.00005157683,0.00007030098,0.02400467],"genre_scores_gemma":[0.3669832,0.01128784,0.002594036,0.5801792,0.01629112,0.00007519878,0.0000422405,0.0001725046,0.02237466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02019467,"threshold_uncertainty_score":0.04111814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06003116368829722,"score_gpt":0.4064539791346408,"score_spread":0.3464228154463436,"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."}}