{"id":"W4403022066","doi":"10.2139/ssrn.4963794","title":"Profiles of Maternal Occupational Multi-Exposures During Pregnancy and Associations with Intrauterine Growth: Analysis of the French Longitudinal Study of Children – Elfe Study","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Longitudinal study; Pregnancy; Obstetrics; Medicine; Demography; Sociology; Biology; Genetics","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":[0.001898774,0.0005977824,0.0006575063,0.001916946,0.0007204994,0.001071113,0.0007957409,0.001089199,0.001457414],"category_scores_gemma":[0.002459507,0.0004818483,0.001167685,0.002847208,0.0003250107,0.0005526193,0.0009520217,0.0006556222,0.0002493074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104523,"about_ca_system_score_gemma":0.0009011826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1267181,"about_ca_topic_score_gemma":0.08266389,"domain_scores_codex":[0.9987133,0.0005216523,0.0001022808,0.0003019239,0.000112981,0.0002478727],"domain_scores_gemma":[0.9981853,0.0003727844,0.0005956577,0.0002772467,0.0002941102,0.0002748088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001193214,0.0000256101,0.9978568,0.000009630944,0.0002792194,0.00008163537,0.0001721805,0.00007855815,0.0001506461,0.00004406326,0.0001779218,0.001004368],"study_design_scores_gemma":[0.000002632142,0.00002628511,0.9993899,0.000009038066,0.00003949368,0.00005703128,0.0001713255,0.00007687912,0.00002020798,0.00001214521,0.0001916022,0.000003476075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949321,0.001765225,0.00018613,0.0001481103,0.00001099375,0.000006391861,0.002576646,0.000009004311,0.0003652587],"genre_scores_gemma":[0.9968113,0.0006556608,0.0001682413,0.0000332436,0.00001092893,0.00001468407,0.001835579,0.000007133361,0.0004632171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267181,"threshold_uncertainty_score":0.251961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590247756208001,"score_gpt":0.2922280084936834,"score_spread":0.2763255309316033,"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."}}