{"id":"W2742636277","doi":"10.1093/ije/dyx148","title":"Cohort Profile: The Siyakhula Cohort, rural South Africa","year":2017,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust; Wellcome","keywords":"Breastfeeding; Medicine; Cohort; Cohort study; Malnutrition; Poverty; Environmental health; Population; Breast feeding; Pediatrics; Transmission (telecommunications); Demography; Gerontology; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006114624,0.0005606827,0.0004697472,0.0009476385,0.001326034,0.0006975025,0.0007776702,0.0006104722,0.01055396],"category_scores_gemma":[0.001538369,0.0003847635,0.0005970946,0.001562874,0.0001593899,0.0006448178,0.0008974112,0.0009064815,0.002232559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000621561,"about_ca_system_score_gemma":0.001783759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08138214,"about_ca_topic_score_gemma":0.07949453,"domain_scores_codex":[0.9996743,0.00003770028,0.00003019982,0.00008487992,0.00006779264,0.0001051892],"domain_scores_gemma":[0.9995364,0.00002319482,0.00007439053,0.00007513882,0.0001725173,0.0001184367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001747852,0.0002120427,0.9237983,0.0007135854,0.000363606,0.0007374822,0.001794582,0.000345644,0.002637414,0.0006261748,0.05622168,0.01080164],"study_design_scores_gemma":[0.0002029545,0.000234761,0.9811658,0.0003292983,0.000126347,0.0007874175,0.001245919,0.0003134312,0.0001788732,0.0002282582,0.01515781,0.00002908169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6968966,0.001783963,0.001370062,0.0009768846,0.0001655186,0.002703697,0.2842722,0.0001182972,0.01171286],"genre_scores_gemma":[0.8564484,0.001556663,0.001938739,0.001055343,0.0001502053,0.006265285,0.1130695,0.0001060345,0.01940987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08138214,"threshold_uncertainty_score":0.1618169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05258086931745699,"score_gpt":0.3652504368595107,"score_spread":0.3126695675420537,"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."}}