{"id":"W2554984574","doi":"10.1097/aog.0000000000001776","title":"Imaging for Polyps and Leiomyomas in Women With Abnormal Uterine Bleeding","year":2016,"lang":"en","type":"review","venue":"Obstetrics and Gynecology","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Hysteroscopy; Prospective cohort study; Hysterectomy; Endometrial Polyp; Ultrasound; Radiology; Leiomyoma; Saline; Gynecology; Surgery; Internal medicine","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":[0.0001510574,0.0003024953,0.00125698,0.0004941049,0.00009197299,0.00002822126,0.00005554369,0.000221123,0.0001315185],"category_scores_gemma":[0.0008443486,0.0001761146,0.00006196216,0.0002958625,0.0001126906,0.00006152222,0.00009104115,0.000176917,0.000005922495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662074,"about_ca_system_score_gemma":0.0001183473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004064031,"about_ca_topic_score_gemma":0.000004295939,"domain_scores_codex":[0.9986306,0.00003313738,0.0003517856,0.0004334729,0.00007040515,0.0004806179],"domain_scores_gemma":[0.995681,0.003772465,0.0001634421,0.0001492943,0.00005279714,0.0001809635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001263923,0.00009060989,0.003332507,0.00254962,0.0001284352,0.0003458944,0.000019116,8.214453e-9,4.450509e-7,0.0003822487,0.00002353785,0.9931149],"study_design_scores_gemma":[0.003216597,0.00114179,0.008158575,0.001357561,0.0002998072,0.0001968924,0.00003369969,0.000004201218,1.978453e-7,0.000203426,0.9851518,0.0002354679],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01071557,0.9868808,0.00003040562,0.0001302271,0.0002361399,0.001054313,0.00009366012,0.00002221631,0.0008366535],"genre_scores_gemma":[0.01362473,0.9843184,0.000505592,0.0001172953,0.00002933774,0.0005573894,0.00004508331,0.00003464099,0.0007675346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9928795,"threshold_uncertainty_score":0.7181743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802479091596419,"score_gpt":0.3175047502678716,"score_spread":0.2894799593519074,"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."}}