{"id":"W4400292313","doi":"10.1111/mcn.13698","title":"Understanding modifiable caregiver factors contributing to child development among young children in rural Malawi","year":2024,"lang":"en","type":"article","venue":"Maternal and Child Nutrition","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Environmental health; Gerontology","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":[0.002918914,0.0003905015,0.000600496,0.0004200603,0.0006286342,0.0008916805,0.0004445704,0.0004403304,0.001054817],"category_scores_gemma":[0.009501595,0.0003632301,0.000819358,0.0008316102,0.0004695401,0.0008638967,0.001080606,0.0008084752,0.00005550989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308516,"about_ca_system_score_gemma":0.002158589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04774281,"about_ca_topic_score_gemma":0.08935493,"domain_scores_codex":[0.9979887,0.001136428,0.0001205258,0.0002144439,0.0001543841,0.0003854441],"domain_scores_gemma":[0.9974034,0.000884736,0.0012618,0.0001114002,0.0001409505,0.0001977427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001529778,0.00008008278,0.9888699,0.0002698889,0.0002787245,0.00008053312,0.001412677,0.000128402,0.0001202117,0.00007545947,0.0001583301,0.008372854],"study_design_scores_gemma":[0.0000207396,0.0002011029,0.9973781,0.0002394516,0.0001760912,0.0000584599,0.001065888,0.0002325145,0.00005832387,0.00006416047,0.0004992914,0.000005889237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937249,0.004864195,0.0002344242,0.0004339534,0.00001029446,0.00003548645,0.000461929,0.000003126063,0.000231722],"genre_scores_gemma":[0.9982843,0.001008913,0.0003540198,0.00009026696,0.000005660893,0.00004964898,0.0001327307,8.844838e-7,0.00007359152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04774281,"threshold_uncertainty_score":0.09492981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762865599282212,"score_gpt":0.2438224521548063,"score_spread":0.2261937961619842,"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."}}