{"id":"W3034661046","doi":"10.1016/j.rbmo.2020.06.004","title":"Trends in ovarian hyperstimulation syndrome hospitalization rates in the USA: an ongoing concern","year":2020,"lang":"en","type":"article","venue":"Reproductive BioMedicine Online","topic":"Ovarian function and disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill Genome Centre; McGill University Health Centre","funders":"","keywords":"Ovarian hyperstimulation syndrome; Medicine; Population; Retrospective cohort study; Gynecology; Demography; Pediatrics; Pregnancy; In vitro fertilisation; Environmental health; Surgery","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":[0.0006517957,0.0001256601,0.0002770662,0.001506463,0.0003165199,0.0008963263,0.0004110629,0.0007579608,0.002608693],"category_scores_gemma":[0.003432435,0.0001505858,0.0004438561,0.003560891,0.0002111714,0.0009774999,0.0003431964,0.0008283191,0.0003958661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009573887,"about_ca_system_score_gemma":0.001255197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04953205,"about_ca_topic_score_gemma":0.1297123,"domain_scores_codex":[0.9993885,0.00009148225,0.0001441634,0.0001079334,0.0001688179,0.00009915674],"domain_scores_gemma":[0.9956665,0.0007112474,0.001889545,0.0000863576,0.001139785,0.0005064381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005514961,0.00005577772,0.9555353,0.0002063131,0.00008094686,0.00006651322,0.0002050067,0.0001246065,0.0001928729,0.0003417922,0.0211626,0.02197312],"study_design_scores_gemma":[0.000004460396,0.00003388897,0.9883803,0.0001639712,0.00002915247,0.0002278795,0.0009684649,0.0004648808,0.00009176238,0.00013907,0.009486069,0.00001014292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8639553,0.02448504,0.001147109,0.0461798,0.001045287,0.0000544592,0.04126128,0.0002310228,0.02164073],"genre_scores_gemma":[0.9584121,0.01487662,0.001055325,0.007938382,0.0007698218,0.00005360097,0.01494226,0.00003591937,0.001915966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04953205,"threshold_uncertainty_score":0.0984875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06261447090588251,"score_gpt":0.3396086472489273,"score_spread":0.2769941763430447,"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."}}