{"id":"W7099364543","doi":"","title":"GYNAECOLOGY Diagnostic Criteria for Polycystic Ovary Syndrome: Pitfalls and Controversies","year":2015,"lang":"en","type":"article","venue":"","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polycystic ovary; Anovulation; Hyperandrogenism; Androgen Excess; Stein-Leventhal Syndrome; Endocrine system; Androgen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334101,0.0001084269,0.0001758088,0.00007696573,0.00008271139,0.0001014388,0.0003311897,0.00005273437,0.00005837491],"category_scores_gemma":[0.0009446875,0.00009267199,0.00003574725,0.0001042128,0.00009432569,0.0003366999,0.0001601514,0.00004563303,0.00002251141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001525104,"about_ca_system_score_gemma":0.00004212063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007783228,"about_ca_topic_score_gemma":0.000002060862,"domain_scores_codex":[0.9992037,0.00006348826,0.0001307,0.0002633414,0.000080798,0.000257997],"domain_scores_gemma":[0.9972418,0.002279792,0.00003499404,0.0002232966,0.00005936265,0.00016078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006193912,0.0001655083,0.001166036,0.00004487316,0.00009409541,0.0002076585,0.001173352,0.00001601826,0.00007948996,0.937786,0.02330598,0.03589901],"study_design_scores_gemma":[0.005585149,0.002665505,0.08102029,0.00001112576,0.00007015123,0.0009262579,0.0004494254,0.04971524,0.0004754159,0.8487281,0.009536031,0.0008172989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04525594,0.0006245833,0.9438787,0.001590768,0.002295579,0.000477787,0.00001373547,0.0002275389,0.005635342],"genre_scores_gemma":[0.9739271,0.000005861767,0.02449741,0.00103945,0.00002954112,0.00003714666,0.000002215853,0.000005831272,0.0004554731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9286711,"threshold_uncertainty_score":0.3779054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946904514489298,"score_gpt":0.2578419614079394,"score_spread":0.2383729162630464,"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."}}