{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002905259,0.0001527805,0.0009206642,0.00009272771,0.00005913355,0.000004019761,0.0001334974,0.00004090458,0.0001421317],"category_scores_gemma":[0.001183856,0.0001070399,0.00008408933,0.00006362014,0.0001109218,0.00006836559,0.00006816212,0.0004812248,0.0000148408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002517295,"about_ca_system_score_gemma":0.0000651538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000662635,"about_ca_topic_score_gemma":0.000002616837,"domain_scores_codex":[0.9967369,0.001274917,0.001399562,0.0002158533,0.0001414485,0.0002313482],"domain_scores_gemma":[0.9981223,0.0001807333,0.001094862,0.0001408856,0.0001311831,0.0003300801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003591733,0.0001321092,0.9914849,0.0001584472,0.0002179874,0.0003214309,0.001225217,0.000005324684,0.00008557952,0.0001326692,0.0007458412,0.005131318],"study_design_scores_gemma":[0.002333584,0.003143345,0.9929935,0.0001998333,0.0001225059,0.0007834632,0.0001449849,0.00001755289,0.00003866283,0.00005016471,0.00009598301,0.00007641548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923293,0.0005732361,0.0004062709,0.004038457,0.0002480962,0.0003569284,0.000002771193,0.00001388156,0.002031045],"genre_scores_gemma":[0.9911541,0.003974698,0.001653281,0.002788453,0.0003783494,9.203819e-7,0.000004454873,0.00002412134,0.00002155917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005054903,"threshold_uncertainty_score":0.4364961,"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."}}