{"id":"W2171001171","doi":"10.1093/humrep/deu351","title":"Placental STAT3 signaling is activated in women with polycystic ovary syndrome","year":2015,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Ovarian function and disorders","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Theratechnologies (Canada)","funders":"Sahlgrenska Akademin; Medical Research Council; Novo Nordisk Fonden; Universidad de Chile; Göteborgs Universitet; Stiftelsen Handlanden Hjalmar Svenssons; Australian Government","keywords":"Polycystic ovary; Endocrinology; Biology; Internal medicine; Placenta; Pregnancy; PI3K/AKT/mTOR pathway; Ovary; Medicine; Fetus; Signal transduction; Insulin; Insulin resistance","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":[0.0002950881,0.0001188847,0.0001790079,0.0002146582,0.00005819899,0.00001739867,0.0000293753,0.00005383431,0.000388256],"category_scores_gemma":[0.00005751132,0.0001048505,0.00001698598,0.0003422306,0.00005007212,0.0001294327,0.00001332649,0.0001825816,0.00006624903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935427,"about_ca_system_score_gemma":0.0001013175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001193291,"about_ca_topic_score_gemma":0.000005736789,"domain_scores_codex":[0.998867,0.00003630911,0.0001860253,0.0004386685,0.0002519957,0.0002200217],"domain_scores_gemma":[0.9993886,0.000005580475,0.00006692087,0.0003297317,0.00006583107,0.0001433551],"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":[0.1083942,0.006560582,0.1245109,0.000778823,0.00115042,0.001909224,0.05999682,0.002745241,0.6304805,0.0005326273,0.03936102,0.02357961],"study_design_scores_gemma":[0.03634232,0.009887886,0.8190633,0.0006923262,0.0002516308,0.005602836,0.04911172,0.0002068387,0.05226125,0.002307524,0.02283491,0.001437461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962611,0.00006717183,0.00006010622,0.0006927243,0.0002165386,0.0003082937,0.000001167303,0.0001307345,0.002262122],"genre_scores_gemma":[0.9964679,0.000001799535,0.0001406429,0.0003029518,0.0001225077,0.00002495527,0.00002555539,0.00002465817,0.002889008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6945524,"threshold_uncertainty_score":0.4275678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183447319584908,"score_gpt":0.2663974548388511,"score_spread":0.234562981643002,"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."}}