{"id":"W4281781792","doi":"10.1111/aogs.14382","title":"Women with polycystic ovary syndrome are burdened with multimorbidity and medication use independent of body mass index at late fertile age: A population‐based cohort study","year":2022,"lang":"en","type":"article","venue":"Acta Obstetricia Et Gynecologica Scandinavica","topic":"Ovarian function and disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pohjois-Pohjanmaan Rahasto; Medical Research Council; European Regional Development Fund; Oulun Yliopisto; Päivikki ja Sakari Sohlbergin Säätiö; Sigrid Juséliuksen Säätiö; Socialdepartementet; Suomen Lääketieteen Säätiö; Genesis Research Trust; Suomen Kulttuurirahasto; Academy of Finland; Novo Nordisk Fonden; Medical Research Council Canada; Jalmari ja Rauha Ahokkaan Säätiö","keywords":"Medicine; Polycystic ovary; Body mass index; Cohort; Population; Ovary; Gynecology; Cohort study; Obstetrics; Obesity; Internal medicine; Insulin resistance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005484067,0.000314397,0.0007024459,0.0005374537,0.0003962452,0.0000417892,0.0001721452,0.0001480544,0.001260687],"category_scores_gemma":[0.000826342,0.0002365094,0.0000469306,0.00120125,0.0001109165,0.0001636476,0.0001746267,0.0004990226,0.000003535349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009271503,"about_ca_system_score_gemma":0.0002040111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006676996,"about_ca_topic_score_gemma":0.0001909134,"domain_scores_codex":[0.9969828,0.0003614948,0.0004759344,0.000671026,0.00109431,0.0004144637],"domain_scores_gemma":[0.9976174,0.0008480483,0.0005493507,0.0005522795,0.0001321334,0.0003008331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005794987,0.001420323,0.9906572,0.00004444119,0.0002924057,0.000679223,0.000259027,0.0004705992,0.0001911758,0.000003331006,0.0001031758,0.000084163],"study_design_scores_gemma":[0.008066076,0.005771052,0.9827108,0.00003102526,0.0003106948,0.00009981805,0.001693052,0.0007423935,0.000006891289,0.00001802343,0.0002655116,0.0002846622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965487,0.00004365456,0.00004393434,0.000475375,0.0001737084,0.002274745,0.00005808197,0.0001268444,0.0002549781],"genre_scores_gemma":[0.9976099,0.00001137696,0.0001701747,0.0006190951,0.000007332334,0.0006314802,0.0002589959,0.00004065358,0.0006509836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007946349,"threshold_uncertainty_score":0.9996523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983514034790517,"score_gpt":0.2520252231371892,"score_spread":0.232190082789284,"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."}}