{"id":"W2087095005","doi":"10.1080/20786204.2007.10873619","title":"Clinical approach to a patient with abnormal uterine bleeding","year":2007,"lang":"en","type":"article","venue":"South African Family Practice","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Uterine bleeding; Menstrual cycle; Quarter (Canadian coin); Gynecology; Obstetrics; Internal medicine; Hormone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007495683,0.0002414151,0.0003884209,0.0001456785,0.00009796544,0.00004100044,0.00009886573,0.00007894073,0.00001346352],"category_scores_gemma":[0.0004052831,0.0001736847,0.00009239774,0.0004765968,0.00006366737,0.0002158828,0.0001191847,0.0003353221,0.0001358468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008775726,"about_ca_system_score_gemma":0.00009847221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008741182,"about_ca_topic_score_gemma":0.000001810373,"domain_scores_codex":[0.9979348,0.00006149124,0.0004888144,0.0004981327,0.0004943495,0.0005224172],"domain_scores_gemma":[0.9982512,0.0002899667,0.0002283579,0.0004398248,0.0002013706,0.0005892974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05915396,0.0190615,0.5668342,0.000468118,0.005047383,0.01636733,0.04632352,0.00008628127,0.001868371,0.002936785,0.005496183,0.2763565],"study_design_scores_gemma":[0.007546635,0.01090954,0.377114,0.0001196293,0.001044319,0.002057266,0.03683447,0.00009684412,0.0001598225,0.000004760544,0.5634325,0.000680297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7684199,0.00004844609,0.004627942,0.0004812892,0.0001644692,0.0006151485,0.00001312044,0.000108968,0.2255207],"genre_scores_gemma":[0.9061054,0.000006492655,0.08943412,0.003428834,0.0002767417,0.00003108926,0.00001403302,0.0000410501,0.0006622269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5579363,"threshold_uncertainty_score":0.7082657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443263789002316,"score_gpt":0.3350003255609513,"score_spread":0.2905676876709281,"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."}}