{"id":"W4404726982","doi":"10.1016/j.fertnstert.2024.11.021","title":"Antimüllerian hormone and antral follicle count thresholds for hyperresponse risk assessment in in vitro fertilization: a Hyperresponse Risk Assessment consensus study","year":2024,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Antral follicle; Anti-Müllerian hormone; Gynecology; Medicine; Hormone; Andrology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003162525,0.0003188891,0.0006360927,0.0002527838,0.0002080755,0.0001812246,0.00006663564,0.0001702048,0.00005671477],"category_scores_gemma":[0.0005171319,0.0002828974,0.0001023299,0.000424046,0.0002068261,0.0001812111,0.00008664205,0.0004849227,0.00000211675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276171,"about_ca_system_score_gemma":0.0004264852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008200859,"about_ca_topic_score_gemma":0.00113792,"domain_scores_codex":[0.9968049,0.0008535635,0.0007187172,0.0008808619,0.0003192043,0.0004227766],"domain_scores_gemma":[0.998499,0.0006136931,0.00008257783,0.0004775863,0.00009637008,0.0002307751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1686542,0.002294034,0.812836,0.0002545279,0.000138993,0.0001273958,0.001944185,0.00001844654,0.004493891,0.00001323016,0.000101068,0.009124102],"study_design_scores_gemma":[0.007610892,0.001207127,0.9206092,0.0000489011,0.0001545328,0.00001891983,0.002891908,0.06632389,0.00005203301,0.0003338988,0.0005190319,0.0002296168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930593,0.001273541,0.0009008815,0.001370164,0.0002885912,0.002411658,0.0003619358,0.0001033251,0.0002305651],"genre_scores_gemma":[0.9986081,0.0001479245,0.0006748083,0.0001893227,0.00002616463,0.0001879919,0.00004367197,0.00002474416,0.00009734401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610433,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508485738211451,"score_gpt":0.3271890192990977,"score_spread":0.3021041619169831,"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."}}