{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172935,0.000107362,0.0005781646,0.00012522,0.0001631421,0.000004861505,0.0000264445,0.00008495315,0.00002093242],"category_scores_gemma":[0.0009649188,0.00007279826,0.00003967386,0.0001525151,0.0001832438,0.00004998712,0.00004443849,0.0001373534,0.000001793331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003319407,"about_ca_system_score_gemma":0.0001635797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002759947,"about_ca_topic_score_gemma":0.00004303013,"domain_scores_codex":[0.9985102,0.0002875808,0.0005415149,0.0003484329,0.00006628758,0.0002460261],"domain_scores_gemma":[0.9985785,0.0007309564,0.0002878536,0.0001598941,0.00006680938,0.000175954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001967965,0.000007085812,0.8890141,0.0002047336,0.000122935,3.89835e-7,0.001736825,0.00001893822,0.00003599545,0.0001808566,0.00002176068,0.1084596],"study_design_scores_gemma":[0.00046943,0.0004380562,0.9926698,0.00001119219,0.00009043649,0.00003765389,0.001351123,0.0006844772,0.000006797474,0.00005754123,0.004117434,0.00006603874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575218,0.04034098,0.0002381383,0.00138494,0.00008112494,0.0003634861,0.000005516739,0.00001170072,0.0000523106],"genre_scores_gemma":[0.9901102,0.008490873,0.000788554,0.0004267439,0.00007894142,0.00002618578,0.00001597183,0.000004728996,0.00005778988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083936,"threshold_uncertainty_score":0.2968627,"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."}}