{"id":"W3016302559","doi":"","title":"How to treat: Polycystic ovary syndrome","year":2008,"lang":"en","type":"article","venue":"Australian Doctor","topic":"Ovarian function and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Polycystic ovary; Medicine; Ovary; Gynecology; Internal medicine; Endocrinology; Diabetes mellitus","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003295543,0.0001604183,0.0002271413,0.0001504462,0.00008255497,0.00002526696,0.00007138564,0.00008993296,0.00201127],"category_scores_gemma":[0.00007870617,0.0001406117,0.0001019875,0.0003083714,0.00005900616,0.0000942452,0.00001600944,0.0001257007,0.001628641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005324082,"about_ca_system_score_gemma":0.00007098179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000751219,"about_ca_topic_score_gemma":0.000002896704,"domain_scores_codex":[0.9990754,0.00001606799,0.0001413311,0.0002673584,0.000186861,0.0003130502],"domain_scores_gemma":[0.9991572,0.00001820357,0.00002679274,0.0003253773,0.00003540367,0.0004369879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00100815,0.0005619212,0.04937159,0.0001265346,0.0001606423,0.003572534,0.0007240173,0.000006591105,0.007388673,0.0008256431,0.9338475,0.002406208],"study_design_scores_gemma":[0.002347588,0.0008345666,0.548184,0.00004122387,0.00009844756,0.003419007,0.0002168497,0.000002477166,0.0008577197,0.00003359863,0.4436837,0.000280907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626288,0.00003455037,0.0001173418,0.02347145,0.0004572533,0.0003798305,0.00001598117,0.0002069052,0.01268791],"genre_scores_gemma":[0.683333,0.000004244788,0.000497796,0.001352729,0.0001051016,0.00001218521,0.00001621529,0.00001718684,0.3146615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4988124,"threshold_uncertainty_score":0.9991487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415780550782241,"score_gpt":0.2793645026887669,"score_spread":0.2352066971809445,"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."}}