{"id":"W4403153541","doi":"10.1210/jendso/bvae163.1558","title":"8570 Association Between Preconception Lifestyle and Anthropometric Modifications and Fertility outcomes in Women with Infertility and Obesity","year":2024,"lang":"en","type":"article","venue":"Journal of the Endocrine Society","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Infertility; Anthropometry; Fertility; Obesity; Medicine; Association (psychology); Gynecology; Obstetrics; Environmental health; Psychology; Pregnancy; Endocrinology; Internal medicine; Population; Biology; Genetics; Psychotherapist","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":[0.0006622634,0.00007132532,0.0001973466,0.00008279119,0.00007277933,0.0000531754,0.0000398694,0.00002462409,0.00001037128],"category_scores_gemma":[0.0003975415,0.00004275403,0.00004589363,0.000297426,0.00008641552,0.0001938531,0.00006400721,0.0002735899,3.897665e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096306,"about_ca_system_score_gemma":0.00006830929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003154256,"about_ca_topic_score_gemma":0.000009600222,"domain_scores_codex":[0.9991301,0.0000715241,0.0002199215,0.0001141253,0.0003077211,0.0001566455],"domain_scores_gemma":[0.9993224,0.0002907457,0.00009084851,0.00008061474,0.0001139716,0.0001013868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002537178,0.00008357176,0.9948947,0.0002063633,0.000209251,0.000001646192,0.0006961374,0.000004843409,0.00009576958,0.00002029734,0.0002457441,0.00351626],"study_design_scores_gemma":[0.0007437929,0.0002063189,0.997141,0.00007097327,0.00007360888,0.000005973517,0.0004871809,0.0002319814,0.00006015521,0.0005762859,0.0003647151,0.00003803251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925798,0.0007949915,0.0001058722,0.006193913,0.00003137309,0.0002232022,0.00001293911,0.000007637655,0.00005023685],"genre_scores_gemma":[0.998446,0.0006935333,0.000373737,0.00008229139,0.00003237001,0.000007970309,0.000001419382,0.000004724744,0.0003578928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006111621,"threshold_uncertainty_score":0.1743459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503580423599524,"score_gpt":0.3041411949448719,"score_spread":0.2891053907088766,"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."}}