{"id":"W2154532140","doi":"10.1586/eog.09.10","title":"Pathophysiology of ovarian hyperstimulation syndrome and strategies for its prevention and treatment","year":2009,"lang":"en","type":"article","venue":"Expert Review of Obstetrics & Gynecology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ovarian hyperstimulation syndrome; Medicine; Human chorionic gonadotropin; Pathogenesis; Infertility; Gonadotropin; Internal medicine; Gynecology; In vitro fertilisation; Endocrinology; Bioinformatics; Pregnancy; Hormone","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":[0.0001077877,0.0001111579,0.0005302991,0.0001283628,0.00002847897,0.000002746189,0.00002345752,0.00009981535,0.00006837808],"category_scores_gemma":[0.0009551272,0.00008851551,0.0000826979,0.0001760506,0.00004489633,0.00006255246,0.000008211335,0.00003254226,0.00000104615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003796504,"about_ca_system_score_gemma":0.00009544746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003004475,"about_ca_topic_score_gemma":8.074969e-7,"domain_scores_codex":[0.9992345,0.00005688688,0.0003480983,0.0001867348,0.00006241968,0.0001113821],"domain_scores_gemma":[0.9990383,0.0004698421,0.0001768971,0.0001304916,0.0001319253,0.00005254921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000323253,0.001509923,0.001199226,0.005422618,0.000249676,0.00002631783,0.000811329,0.00001251053,0.01961412,0.02268915,0.0009526371,0.9471893],"study_design_scores_gemma":[0.05607463,0.1314669,0.5504032,0.008310804,0.003039344,0.0007264611,0.003918849,0.00411605,0.002018124,0.03333779,0.2048999,0.001687911],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4333734,0.5544885,0.002552869,0.003458857,0.0008003631,0.003378854,0.00001736234,0.00004263376,0.001887082],"genre_scores_gemma":[0.8975251,0.09756351,0.003562229,0.001064629,0.00001845107,0.00004578461,0.00004841257,0.000008032393,0.0001638491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9455013,"threshold_uncertainty_score":0.3609558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888418663575827,"score_gpt":0.3272152458113199,"score_spread":0.2983310591755616,"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."}}