{"id":"W4387260576","doi":"10.1002/uog.27218","title":"EP32.02: Is maximalisation of the ovum pick‐up procedure beneficial for the outcome of assisted reproductive technology cycles?","year":2023,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Oocyte; Medicine; Antral follicle; Cryopreservation; Assisted reproductive technology; Andrology; Gynecology; Fertility preservation; Pregnancy; Oocyte cryopreservation; Pregnancy rate; Embryo; Obstetrics; Fertility; Follicular phase; Infertility; Biology; Internal medicine; Population","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":[0.001484423,0.0001949538,0.0003806442,0.0004245411,0.0001703759,0.000519212,0.0004711303,0.000482484,0.009821449],"category_scores_gemma":[0.006563522,0.00006616126,0.0003860965,0.0005580609,0.0002818413,0.0004079278,0.0003067869,0.0004208207,0.001502267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087125,"about_ca_system_score_gemma":0.0006706786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009116321,"about_ca_topic_score_gemma":0.0008960095,"domain_scores_codex":[0.9994817,0.0001656397,0.00006964376,0.00007345086,0.0001368654,0.00007264736],"domain_scores_gemma":[0.9966007,0.001602745,0.001044442,0.0001814789,0.0002986332,0.0002719999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02028051,0.0004209707,0.7411913,0.001698777,0.0003863705,0.001072845,0.0002017716,0.0003270061,0.003503567,0.0005615205,0.006884872,0.2234705],"study_design_scores_gemma":[0.000142559,0.001998759,0.9869266,0.0002839802,0.0002047404,0.00168302,0.0001528185,0.000341509,0.0009102711,0.0004016471,0.006937511,0.00001648452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709851,0.01063315,0.0006184933,0.001194617,0.0001893908,0.0001712687,0.005617063,0.00002883092,0.01056213],"genre_scores_gemma":[0.9920201,0.001791609,0.0005472144,0.0003026521,0.0001743608,0.0001001015,0.002818381,0.00001729606,0.002228386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009821449,"threshold_uncertainty_score":0.03285599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071078960903538,"score_gpt":0.31082354646222,"score_spread":0.2701127568531846,"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."}}