{"id":"W4248097395","doi":"10.1383/wohm.2.3.5.67172","title":"Irregular periods","year":2005,"lang":"en","type":"article","venue":"Women s Health Medicine","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Malignancy; Menstrual cycle; Medroxyprogesterone acetate; Gynecology; Genital tract; Outpatient clinic; Medroxyprogesterone; Pill; Obstetrics; Physiology; Internal medicine; Estrogen; Hormone; Nursing","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":[0.000341209,0.0002766341,0.0002203768,0.001533421,0.0006941225,0.001037682,0.0004759555,0.000356896,0.05363071],"category_scores_gemma":[0.003634275,0.0001076112,0.0003427171,0.001763078,0.0002840103,0.0004619347,0.0009466796,0.0004959003,0.01281187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004987664,"about_ca_system_score_gemma":0.0004461826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376095,"about_ca_topic_score_gemma":0.002496067,"domain_scores_codex":[0.9995301,0.00005719272,0.00005570367,0.000101243,0.0001478744,0.0001080381],"domain_scores_gemma":[0.9984277,0.0002318705,0.0004336442,0.0003201025,0.0002976155,0.0002890294],"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":[0.004399468,0.0004895818,0.1284425,0.001502099,0.0001945812,0.002341079,0.00372962,0.000592654,0.006842186,0.02086282,0.1701699,0.6604334],"study_design_scores_gemma":[0.0001575887,0.0003886898,0.2248181,0.0003780822,0.0001016917,0.004686129,0.001704704,0.0004052688,0.00162653,0.004261044,0.7614276,0.00004454797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3366975,0.00900574,0.01059546,0.002862051,0.00412663,0.001624065,0.04127073,0.001658986,0.5921589],"genre_scores_gemma":[0.7600051,0.003825746,0.003795148,0.001421748,0.001240945,0.0007175267,0.01682939,0.0003439882,0.2118205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05363071,"threshold_uncertainty_score":0.1794126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606586679777894,"score_gpt":0.3744223751718391,"score_spread":0.3483565083740602,"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."}}