{"id":"W2396164820","doi":"10.1210/jc.2015-4275","title":"Enhanced Inflammatory Transcriptome in the Granulosa Cells of Women With Polycystic Ovarian Syndrome","year":2016,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Ovarian function and disorders","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Cancer Institute","keywords":"Cytokine; Internal medicine; Chemokine; Endocrinology; Polycystic ovary; Human chorionic gonadotropin; Biology; Proinflammatory cytokine; Adipokine; Medicine; Inflammation; Hormone; Insulin resistance; Insulin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002694492,0.0001852499,0.00104544,0.0002251823,0.00004441114,0.000005221676,0.0004315815,0.0001233989,0.0003230114],"category_scores_gemma":[0.0005084167,0.00007138819,0.0002316087,0.0002735643,0.0007326562,0.0001152779,0.00002231739,0.0007472384,0.00002848798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002592969,"about_ca_system_score_gemma":0.0003234444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001324916,"about_ca_topic_score_gemma":0.000007784638,"domain_scores_codex":[0.9963866,0.0009863951,0.001549532,0.0001520374,0.0004359598,0.0004894045],"domain_scores_gemma":[0.9970056,0.00147165,0.0007196779,0.0004607605,0.0001595335,0.0001827808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.2507438,0.008119725,0.03034732,0.0004623178,0.007410201,0.004657227,0.02861817,0.0001188867,0.4397527,0.0275017,0.002823549,0.1994444],"study_design_scores_gemma":[0.02850198,0.003115607,0.9295976,0.000211516,0.0009554547,0.003871129,0.002767237,0.000002632469,0.003620078,0.00269574,0.02445158,0.0002094046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869071,0.0006033599,0.001455087,0.00916461,0.0007678079,0.0002645437,0.00000297857,0.00001145811,0.0008230024],"genre_scores_gemma":[0.9961758,0.0009978726,0.0001418449,0.002233461,0.0002402833,0.000007614978,2.170343e-7,0.00001768667,0.0001851929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8992503,"threshold_uncertainty_score":0.3536748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072993118153829,"score_gpt":0.2990351943295698,"score_spread":0.2783052631480316,"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."}}