{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000678345,0.0004172985,0.0005076578,0.0008809855,0.0008804296,0.001023158,0.000434673,0.000785606,0.001512427],"category_scores_gemma":[0.001417827,0.0006982377,0.0009718196,0.001544095,0.0002704423,0.0007025838,0.0005492452,0.0007864101,0.000317062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815789,"about_ca_system_score_gemma":0.0003760581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130181,"about_ca_topic_score_gemma":0.01094511,"domain_scores_codex":[0.9995747,0.00009890697,0.00004408662,0.000119572,0.000083773,0.00007895198],"domain_scores_gemma":[0.9993939,0.00005931102,0.0002347117,0.0001057087,0.00007342585,0.0001329622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001124406,0.00004500699,0.9987679,0.000006534053,0.000122052,0.00009227001,0.0001115344,0.00001248533,0.0001387439,0.000008952754,0.00009034686,0.0004916821],"study_design_scores_gemma":[0.00001869059,0.00009672661,0.9991191,0.00000592819,0.00007415423,0.0002530522,0.0001884558,0.00006159586,0.00001888101,0.00001312967,0.000145405,0.000004834647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985508,0.0002285697,0.00008187934,0.00004683944,0.00001050714,0.00002799069,0.0007983355,0.000004601689,0.0002506182],"genre_scores_gemma":[0.9988893,0.0001769558,0.00009159758,0.00004173411,0.00001674538,0.00002723004,0.000571855,0.000002006338,0.0001825054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01130181,"threshold_uncertainty_score":0.02247208,"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."}}