{"id":"W4406789112","doi":"10.14740/jcgo1012","title":"Abnormal Uterine Bleeding: Saudi Guideline","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Uterine bleeding; Gynecology; Obstetrics; Traditional medicine; Family medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009660749,0.000124162,0.000773312,0.0002641703,0.00005686788,0.00001265994,0.00009345089,0.0002453659,0.0001596057],"category_scores_gemma":[0.009361987,0.00008635828,0.000231505,0.0003037143,0.0001135253,0.00007664994,0.0001005045,0.0004921157,0.000007249735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003411171,"about_ca_system_score_gemma":0.0002152946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001647164,"about_ca_topic_score_gemma":0.000001417376,"domain_scores_codex":[0.9978204,0.00006454033,0.001625407,0.0001494255,0.0001493648,0.0001908286],"domain_scores_gemma":[0.9957879,0.002971888,0.0004863692,0.0001426237,0.0003978661,0.0002134139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005377027,0.0008581084,0.7840908,0.0000777042,0.0006682327,0.001560099,0.00001525879,0.000003656319,0.00003199213,0.0008458146,0.01479347,0.1965172],"study_design_scores_gemma":[0.006541663,0.002195817,0.5047652,0.00005064404,0.0003715212,0.0003549207,0.0000230104,0.0001388664,0.00005237923,0.0004609859,0.4849818,0.0000632181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779961,0.002831018,0.0006313495,0.007735536,0.004269988,0.0001224418,0.00000313238,0.00001330058,0.0063971],"genre_scores_gemma":[0.9798931,0.003652959,0.007754989,0.003783795,0.0004032238,0.000001131621,0.000003166657,0.000008359728,0.004499281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4701883,"threshold_uncertainty_score":0.9989825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467227792812281,"score_gpt":0.4122316245121308,"score_spread":0.3655088452309027,"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."}}