{"id":"W1993390983","doi":"10.1016/j.fertnstert.2008.01.066","title":"Selection of patients for natural cycle in vitro fertilization combined with in vitro maturation of immature oocytes","year":2008,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"In vitro fertilisation; Infertility; Controlled ovarian hyperstimulation; Medicine; Gynecology; Ovarian hyperstimulation syndrome; Pregnancy rate; Natural cycle; In vitro maturation; Pregnancy; Live birth; Andrology; Menstrual cycle; Biology; Oocyte; Internal medicine; Embryo; 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":[0.000310301,0.0001298376,0.0004347418,0.00008549844,0.00005364246,0.000002170217,0.00003757777,0.0001485656,0.000004017608],"category_scores_gemma":[0.0002823453,0.0001002689,0.0000479554,0.0002324404,0.0002173191,0.0001608372,0.00001880682,0.0001608502,9.934259e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006637673,"about_ca_system_score_gemma":0.00005189199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009279702,"about_ca_topic_score_gemma":0.0001036979,"domain_scores_codex":[0.9988022,0.0001302443,0.0004426982,0.0003533374,0.0001206187,0.0001508607],"domain_scores_gemma":[0.9992721,0.00006461801,0.0001335631,0.0002066351,0.0002899495,0.00003312313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6218204,0.0005639564,0.2262366,0.0003231121,0.00001340348,2.780955e-7,0.0004245012,0.000001542158,0.1495792,4.870529e-7,0.000001000036,0.0010355],"study_design_scores_gemma":[0.002014711,0.0003764679,0.6849779,0.00002149734,0.00001145056,0.000001276612,0.00003198087,0.001287821,0.3111099,0.000112189,0.000002967713,0.00005172344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985966,0.0001337481,0.0001138754,0.00006465245,0.00006408578,0.0009394345,0.00004665393,0.00001398584,0.0000269779],"genre_scores_gemma":[0.9992723,0.000005572982,0.0003779511,0.00002448589,0.000008502486,0.00003226192,0.0002620269,0.000005456003,0.00001140039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6198058,"threshold_uncertainty_score":0.4088849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223210007371122,"score_gpt":0.2423196633635135,"score_spread":0.2300875632898023,"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."}}