{"id":"W7055597973","doi":"","title":"Cohort profile: Siyakhula Cohort, rural South Africa","year":2017,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breastfeeding; Cohort; Cohort study; Population; Life course approach; Public health; Human immunodeficiency virus (HIV); Rural area; Cohort effect; Developing country","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":[0.0005764571,0.0005185518,0.0004976753,0.0008490021,0.001330783,0.0006917353,0.0007485135,0.0006443163,0.01353239],"category_scores_gemma":[0.001389108,0.0004203908,0.0005636471,0.001467871,0.0001442655,0.0006342714,0.0007835985,0.0009513746,0.003449235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090919,"about_ca_system_score_gemma":0.00170955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06412483,"about_ca_topic_score_gemma":0.06538709,"domain_scores_codex":[0.9997024,0.00003252536,0.000030945,0.00008600384,0.00005981461,0.00008828569],"domain_scores_gemma":[0.9995682,0.00002268113,0.00006557203,0.000070273,0.0001765915,0.00009679131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002135007,0.0002688109,0.9019594,0.001120855,0.0003900269,0.0008452281,0.001701488,0.0003341522,0.002668746,0.0006498232,0.07579039,0.01213601],"study_design_scores_gemma":[0.0003145243,0.0003567388,0.9745489,0.0005399762,0.0001697657,0.0009048909,0.001444421,0.0003686772,0.0002170605,0.0002856207,0.02081623,0.00003320722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6201278,0.002151004,0.001575208,0.001042892,0.0002336243,0.003658459,0.3562593,0.0001405633,0.0148112],"genre_scores_gemma":[0.8116397,0.002004175,0.002252096,0.001506232,0.000205522,0.009894483,0.1439759,0.0001179294,0.02840391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06412483,"threshold_uncertainty_score":0.1275032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869154745389705,"score_gpt":0.2055332905942228,"score_spread":0.1868417431403258,"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."}}