{"id":"W3110095855","doi":"10.1007/s10654-020-00697-2","title":"Cohort profile: Singapore Preconception Study of Long-Term Maternal and Child Outcomes (S-PRESTO)","year":2020,"lang":"en","type":"article","venue":"European Journal of Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Medical Research Council; National University Health System; National Research Foundation; Precursory Research for Embryonic Science and Technology; British Heart Foundation; Singapore Institute for Clinical Sciences; National Institute for Health and Care Research; National Medical Research Council; National Research Foundation Singapore; Danone; Mead Johnson Nutrition","keywords":"Medicine; Offspring; Pregnancy; Cohort; Obstetrics; Cohort study; Epidemiology; Gestation; Anthropometry; Pediatrics; Prospective cohort study; Internal medicine","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":[0.0008869451,0.000612674,0.0005150747,0.001016139,0.0007869525,0.000706516,0.0008187941,0.0006030087,0.005581371],"category_scores_gemma":[0.00185382,0.0005454918,0.0007173264,0.002486857,0.0001464534,0.0005206093,0.001444008,0.0008712942,0.002376243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824382,"about_ca_system_score_gemma":0.001659261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05165793,"about_ca_topic_score_gemma":0.09765473,"domain_scores_codex":[0.9993957,0.0001277548,0.0001072977,0.0001260274,0.0001349904,0.0001081031],"domain_scores_gemma":[0.9983565,0.00007532935,0.0003995909,0.0002608901,0.0004652271,0.0004424039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006868774,0.00009076017,0.9869266,0.00007548144,0.0002201262,0.000189574,0.0001561825,0.00005757207,0.0004208937,0.00008536649,0.008335888,0.002754578],"study_design_scores_gemma":[0.00007166445,0.00009253952,0.9971607,0.00003235226,0.00007744054,0.0001831945,0.0001766052,0.00007699009,0.00006002632,0.00002436489,0.002034532,0.0000097252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8462303,0.0004947542,0.0005168867,0.0003675474,0.00008848275,0.0004730911,0.1460832,0.00005141767,0.005694363],"genre_scores_gemma":[0.8406723,0.0008169739,0.00129829,0.0005543726,0.00009215032,0.001604951,0.1417949,0.00007288229,0.01309312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05165793,"threshold_uncertainty_score":0.1027145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0908646392360918,"score_gpt":0.357646615343249,"score_spread":0.2667819761071572,"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."}}