{"id":"W2087805894","doi":"10.1016/j.fertnstert.2014.12.094","title":"Ultrasound features of polycystic ovaries relate to degree of reproductive and metabolic disturbance in polycystic ovary syndrome","year":2015,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation; Canadian Institutes of Health Research; Cornell University","keywords":"Polycystic ovary; Antral follicle; Hyperandrogenism; Endocrinology; Internal medicine; Medicine; Body mass index; Free androgen index; Follicle-stimulating hormone; Population; Ovarian follicle; Ovarian reserve; Luteinizing hormone; Ovary; Biology; Hormone; Pregnancy; Obesity; Insulin resistance; Infertility","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002170184,0.00033259,0.000289036,0.001670951,0.0001990506,0.0003673839,0.0002304555,0.0004105985,0.002131638],"category_scores_gemma":[0.00255365,0.000197951,0.0002748765,0.0009222325,0.0004084366,0.0002893997,0.0003527203,0.0004478763,0.00009997416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410659,"about_ca_system_score_gemma":0.0001797246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163094,"about_ca_topic_score_gemma":0.0008423244,"domain_scores_codex":[0.9997943,0.00005525159,0.0000426595,0.00003152458,0.000046586,0.00002965708],"domain_scores_gemma":[0.9984155,0.0004780411,0.0006650325,0.00004492997,0.00009402439,0.0003024315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001610773,0.00003948706,0.9913538,0.00002040388,0.0000411921,0.002391054,0.0001241592,0.00009610416,0.002963221,0.00005408933,0.00004862149,0.002706766],"study_design_scores_gemma":[0.000003624221,0.00006611379,0.9938686,0.000005858578,0.0000203239,0.005411403,0.0001471889,0.0001581203,0.000198333,0.00005767746,0.00005858754,0.000004287883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998439,0.0004132598,0.000191604,0.00005836642,0.000008669405,0.000008387127,0.00008445943,0.000007065378,0.0007892545],"genre_scores_gemma":[0.9994956,0.0001328252,0.000158006,0.00001510075,0.00001296016,0.000004044005,0.00008129211,0.000001436579,0.00009865085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002131638,"threshold_uncertainty_score":0.00713104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133846693263294,"score_gpt":0.2641459335232725,"score_spread":0.2328074665906396,"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."}}