{"id":"W2123515075","doi":"10.1093/humrep/del042","title":"Value of ovarian reserve testing before IVF: a clinical decision analysis","year":2006,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Ovarian function and disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Ovarian reserve; Distress; Medicine; Ovarian hyperstimulation syndrome; Obstetrics; Pregnancy; Live birth; Fetal distress; Gynecology; In vitro fertilisation; Infertility; Clinical psychology; Biology; Fetus","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":[0.001308951,0.0001105501,0.0003635422,0.0003819086,0.0001330295,0.00001507831,0.00005705807,0.0001148733,0.0002398871],"category_scores_gemma":[0.001428388,0.00009899968,0.0002650006,0.001305726,0.00009595515,0.00006915015,0.00003127097,0.0001850779,0.00002379072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003770585,"about_ca_system_score_gemma":0.00004898931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009918102,"about_ca_topic_score_gemma":0.0002457562,"domain_scores_codex":[0.9980943,0.00008548107,0.0007410246,0.0006029255,0.0003256607,0.0001505974],"domain_scores_gemma":[0.9984195,0.00006131441,0.0002615823,0.0008570909,0.0003357334,0.00006481516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003623366,0.0006769997,0.962384,0.00004655627,0.0002993114,0.00001004647,0.00007716257,0.001067228,0.002127017,0.004390158,0.003527188,0.02503204],"study_design_scores_gemma":[0.001265616,0.0004352148,0.9877518,0.00003755674,0.0008166966,0.00002123196,0.00008592501,0.001056133,0.0002892742,0.005696234,0.00245811,0.00008617579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854277,0.00007776185,0.003063234,0.0004985038,0.0003450863,0.0002399231,0.000001593153,0.0001182255,0.01022795],"genre_scores_gemma":[0.9881489,0.000002042485,0.007946452,0.00005625195,0.0009689686,0.000005594952,0.00008049846,0.00001642319,0.002774893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02536787,"threshold_uncertainty_score":0.403709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05732988695088118,"score_gpt":0.3584781654992815,"score_spread":0.3011482785484003,"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."}}