{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000223479,0.0002299577,0.0003205592,0.000619309,0.000238296,0.0003793524,0.0001991884,0.0004134276,0.001949979],"category_scores_gemma":[0.001293211,0.0001984571,0.0002714135,0.000815833,0.0003659202,0.0002275522,0.0001918891,0.0003144844,0.0001505716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957908,"about_ca_system_score_gemma":0.0001624174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006515837,"about_ca_topic_score_gemma":0.0007104164,"domain_scores_codex":[0.9998323,0.00004088315,0.00001887262,0.0000518259,0.00003358123,0.00002256114],"domain_scores_gemma":[0.9994847,0.0001182272,0.000295481,0.0000236163,0.0000196703,0.00005835526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008763489,0.00003650006,0.990453,0.00006406912,0.00008118567,0.001121117,0.0001059171,0.00002773536,0.002680642,0.00004248828,0.0001164584,0.004394613],"study_design_scores_gemma":[0.00002167133,0.0001765745,0.9963246,0.000009230497,0.00006841411,0.002792318,0.000103246,0.00006877586,0.0002074818,0.00005942582,0.0001657058,0.000002658718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977105,0.001483675,0.00009247696,0.0001254798,0.00001403161,0.000008690195,0.0001307053,0.000007630326,0.0004268505],"genre_scores_gemma":[0.9993296,0.0003779844,0.00005907142,0.00003547892,0.00002203195,0.000005525022,0.00008995152,0.000001466095,0.00007897494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001949979,"threshold_uncertainty_score":0.006523311,"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."}}