{"id":"W4308998140","doi":"10.12688/wellcomeopenres.18465.1","title":"The PRECISE-DYAD protocol: linking maternal and infant health trajectories in sub-Saharan Africa","year":2022,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; Midlands State University; University of Oxford; King's College London; Imperial College London; National Institute for Health and Care Research; Wellcome Trust; London School of Hygiene and Tropical Medicine","keywords":"Dyad; Cohort; Medicine; Cohort study; Autism; Pregnancy; Environmental health; Pediatrics; Psychology; Psychiatry; Developmental psychology; Biology","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":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008390921,0.0003371843,0.0006146349,0.0005484539,0.001657512,0.003717706,0.003074029,0.0001938439,0.0002556331],"category_scores_gemma":[0.0001163826,0.0002622624,0.00009342439,0.0006455822,0.000308529,0.0002532118,0.007237226,0.003784537,0.00002395361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006236444,"about_ca_system_score_gemma":0.0003424568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009069097,"about_ca_topic_score_gemma":0.001910522,"domain_scores_codex":[0.9929391,0.002678853,0.0008686723,0.001020087,0.00136955,0.00112378],"domain_scores_gemma":[0.9977409,0.0006704975,0.0002328397,0.0009622227,0.0001506064,0.0002429455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02738912,0.002772163,0.2706348,0.0142788,0.0003786952,0.0004547253,0.02652665,0.0003305611,0.0005788709,0.001224378,0.2187783,0.4366529],"study_design_scores_gemma":[0.003295609,0.0005333276,0.08757018,0.002175475,0.000005841004,0.00002040005,0.0002258227,0.0005283321,0.002684441,0.01374757,0.8886937,0.0005192579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2436757,0.008602005,0.00002790083,0.06683747,0.003625806,0.6484588,0.0007409966,0.0003206256,0.02771067],"genre_scores_gemma":[0.3886738,0.004122552,0.00104942,0.0004699172,0.001321877,0.6000549,0.0003041777,0.0003752819,0.00362811],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6699154,"threshold_uncertainty_score":0.999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466588431633511,"score_gpt":0.4390540646798285,"score_spread":0.2923952215164774,"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."}}