{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01114169,0.00250685,0.01177675,0.001544929,0.0006097564,0.002315665,0.001621341,0.003157302,0.0102744],"category_scores_gemma":[0.02400612,0.001351141,0.04674165,0.001591328,0.0006935806,0.00115844,0.001696165,0.003838067,0.0006529795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009781879,"about_ca_system_score_gemma":0.001580169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007248143,"about_ca_topic_score_gemma":0.01488332,"domain_scores_codex":[0.9891885,0.00760407,0.001369561,0.001120076,0.0003828658,0.000335019],"domain_scores_gemma":[0.9924205,0.005492962,0.0009358536,0.0005515247,0.0003531088,0.0002460233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.03692472,0.0001084614,0.002116628,0.03939889,0.9086978,0.00006275454,0.00007278079,0.000298247,0.0003442478,0.0002164287,0.0009904456,0.01076853],"study_design_scores_gemma":[0.02571595,0.001632696,0.003259688,0.003624118,0.9628245,0.00004778901,0.00004783698,0.0002935223,0.0001012868,0.0004512254,0.001972076,0.00002925285],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1389789,0.8220955,0.01247986,0.003643794,0.005386599,0.003322088,0.009705028,0.0005203915,0.003867928],"genre_scores_gemma":[0.8818091,0.08805856,0.013605,0.005914576,0.00123706,0.003528733,0.002983979,0.0002244161,0.002638458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01177675,"threshold_uncertainty_score":0.0589236,"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."}}