{"id":"W4403591567","doi":"10.1016/j.fertnstert.2024.07.392","title":"DIETARY AND/OR PHYSICAL ACTIVITY INTERVENTIONS PRIOR TO FERTILITY TREATMENT TO IMPROVE LIVE BIRTH RATE – FOR WHOM? AN INDIVIDUAL PARTICIPANT DATA META-ANALYSIS (VENUS-IPD)","year":2024,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fertility; Live birth; Psychological intervention; Medicine; Meta-analysis; Birth rate; Venus; Obstetrics; Psychology; Demography; Biology; Pregnancy; Environmental health; Internal medicine; Psychiatry; Astrobiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001339646,0.0003756941,0.001414057,0.0001713761,0.0003153901,0.0001195424,0.0002366146,0.0001589881,0.00009006283],"category_scores_gemma":[0.0006054573,0.0002459158,0.0006774575,0.0004719672,0.0003362854,0.0003959247,0.0005853853,0.0002640059,0.000008556432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006147727,"about_ca_system_score_gemma":0.0001362613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002992782,"about_ca_topic_score_gemma":0.0018439,"domain_scores_codex":[0.996655,0.0003991258,0.0004357021,0.001900986,0.0001816395,0.000427572],"domain_scores_gemma":[0.9970472,0.0002903295,0.00007233373,0.002074325,0.0001116516,0.000404101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1046086,0.01353952,0.014877,0.004294627,0.219322,0.000118106,0.01583052,0.00000812117,0.006775544,0.00003333951,0.0001093443,0.6204833],"study_design_scores_gemma":[0.0004409332,0.002866283,0.8896494,0.00004128268,0.1018706,0.000003724604,0.0003078203,0.002019697,0.001843424,0.0004188054,0.0003222189,0.0002158462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858281,0.002146692,0.001942836,0.003351386,0.0001253474,0.002275709,0.004114688,0.0002081176,0.000007110827],"genre_scores_gemma":[0.9975117,0.000009423115,0.0008815049,0.0001054864,0.00005000072,0.000689649,0.0002212609,0.00001807321,0.0005129073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8747724,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4016037400652494,"score_gpt":0.4453784434298849,"score_spread":0.04377470336463546,"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."}}