{"id":"W2982532909","doi":"10.1111/ppe.12592","title":"The Preconception Period analysis of Risks and Exposures Influencing health and Development (PrePARED) consortium","year":2019,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of General Medical Sciences; National Institutes of Health; National Institute of Environmental Health Sciences; Louisiana Clinical and Translational Science Center","keywords":"Medicine; Period (music); Environmental health","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":[0.1168709,0.001103991,0.001610688,0.004478992,0.002212716,0.003397418,0.00471853,0.001595589,0.01006507],"category_scores_gemma":[0.1837305,0.001136952,0.004636751,0.007729311,0.001146799,0.001567186,0.01410815,0.003011514,0.001222878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003807812,"about_ca_system_score_gemma":0.03929628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04089347,"about_ca_topic_score_gemma":0.02824233,"domain_scores_codex":[0.8948698,0.08161886,0.006566885,0.006415382,0.007950715,0.002578321],"domain_scores_gemma":[0.7482691,0.1328423,0.02774388,0.04873718,0.03169475,0.01071284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01051008,0.000961419,0.3416686,0.01383326,0.01660128,0.0007495387,0.004476759,0.008029717,0.001318836,0.02933635,0.2404987,0.3320154],"study_design_scores_gemma":[0.004719832,0.002060446,0.4676283,0.01175367,0.01225706,0.0006146445,0.002019494,0.005678415,0.00259406,0.01850611,0.47173,0.000437883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1462638,0.03644827,0.2314577,0.02819124,0.004463574,0.06411582,0.4376236,0.002863971,0.04857216],"genre_scores_gemma":[0.262884,0.01089523,0.3875732,0.006604587,0.00129272,0.1670346,0.1461433,0.00187335,0.01569911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1168709,"threshold_uncertainty_score":0.61808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05784698025227685,"score_gpt":0.3612506426202485,"score_spread":0.3034036623679717,"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."}}