{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005140373,0.000231807,0.0002381567,0.001131356,0.000778558,0.0004854919,0.000296488,0.000318876,0.004336581],"category_scores_gemma":[0.001807843,0.0002371572,0.0003455596,0.00192688,0.0002964253,0.0004199236,0.0005562373,0.0003666721,0.0004529726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007080653,"about_ca_system_score_gemma":0.001395272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152808,"about_ca_topic_score_gemma":0.01812077,"domain_scores_codex":[0.999505,0.0001038495,0.0001063906,0.0000578405,0.0001382705,0.00008860495],"domain_scores_gemma":[0.9990208,0.0001537838,0.0004584542,0.00003943409,0.0001630246,0.0001644297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003190451,0.00003730118,0.9956995,0.0001052829,0.00001084993,0.0003871907,0.0009056902,0.000008109902,0.000126024,0.0000488357,0.0002527293,0.002386681],"study_design_scores_gemma":[0.000005943093,0.0001205581,0.9891196,0.00009636106,0.00001165211,0.00103641,0.008021509,0.00001850637,0.00003999363,0.00004140685,0.001481236,0.00000684427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926432,0.0009845571,0.00006838673,0.0003580689,0.00001738562,0.0001660485,0.001871876,0.000002692587,0.003887787],"genre_scores_gemma":[0.9971399,0.001495447,0.000107147,0.0001157976,0.00001163184,0.000100189,0.0005595725,0.000001859539,0.0004684982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0152808,"threshold_uncertainty_score":0.03038377,"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."}}