{"id":"W4415933120","doi":"10.70818/taj.v037i02.0344","title":"A Study on Causes for Hysterectomy in Bangladesh","year":2024,"lang":"","type":"article","venue":"TAJ Journal of Teachers Association","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Hysterectomy; Adenomyosis; Endometriosis; Uterine fibroids; Endometrial hyperplasia; Uterine prolapse","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001965018,0.0002561868,0.0006745204,0.000528353,0.00005699349,0.000149416,0.0001047857,0.0001737137,0.00006511714],"category_scores_gemma":[0.0006005732,0.0002065127,0.0003382073,0.0003404834,0.000009354753,0.0002650861,0.00002005758,0.000605827,0.00003432432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003384713,"about_ca_system_score_gemma":0.0002758343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005385142,"about_ca_topic_score_gemma":0.00005307069,"domain_scores_codex":[0.9975438,0.0002735541,0.0009318581,0.0002381849,0.000655207,0.0003574669],"domain_scores_gemma":[0.9982909,0.000560464,0.0006932822,0.0001307148,0.0002003533,0.000124281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006573604,0.004355807,0.9209644,0.0001715289,0.004727729,0.001441701,0.03504116,0.00002203555,0.0005968756,0.00003950803,0.008346847,0.02363506],"study_design_scores_gemma":[0.01993483,0.01664433,0.926896,0.003183006,0.003557702,0.0000985779,0.01354331,0.0002884435,0.0006349763,0.0001872286,0.01465975,0.0003718728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910513,0.002183238,0.00003121811,0.003208123,0.002018725,0.0009949002,0.00002638047,0.00001777193,0.0004683186],"genre_scores_gemma":[0.9945106,0.0001056443,0.00009304578,0.00007879911,0.00103656,0.00002671054,0.000007448633,0.00004603824,0.00409514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02326318,"threshold_uncertainty_score":0.8850907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0409409997201003,"score_gpt":0.3517924945223536,"score_spread":0.3108514948022533,"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."}}