{"id":"W2165507847","doi":"10.1016/j.healthplace.2014.06.005","title":"Spatial variation of management of childhood diarrhea in Malawi","year":2014,"lang":"en","type":"article","venue":"Health & Place","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Nipissing University","funders":"","keywords":"Diarrhea; Breastfeeding; Ethnic group; Environmental health; Geography; Medicine; Demography; Under-five; Rural area; Pediatrics; Political science","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":[0.0004218375,0.00007080405,0.0001975806,0.0001098721,0.00003095946,0.000005749366,0.00008703805,0.00003857307,0.00003235844],"category_scores_gemma":[0.0000129798,0.00007334099,0.00002906472,0.0001494866,0.00001470181,0.00005968213,0.00002316,0.00007930562,0.000006794323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005670764,"about_ca_system_score_gemma":0.00001129798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208599,"about_ca_topic_score_gemma":0.0002063883,"domain_scores_codex":[0.9989958,0.0001420842,0.0003833933,0.0001453438,0.0001627329,0.0001706701],"domain_scores_gemma":[0.9995343,0.00005241384,0.000177335,0.0001631459,0.00002166148,0.00005116122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006279461,0.01135848,0.505933,0.02614389,0.0001992972,0.00001476522,0.04003793,0.003488318,0.00069197,0.04635552,0.01803607,0.3414613],"study_design_scores_gemma":[0.00250377,0.0002371635,0.9904764,0.0004466953,0.000008192346,0.000001792339,0.00004086699,0.001278528,0.001610761,0.0008270773,0.002483092,0.00008571921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828985,0.0001320059,0.003039694,0.01062615,0.000557067,0.0006460954,0.00001637129,0.00003425254,0.002049854],"genre_scores_gemma":[0.9982152,0.00003504952,0.001009595,0.0006083351,0.00007059309,0.000007832034,0.00002145458,0.00000978354,0.00002216612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4845434,"threshold_uncertainty_score":0.2990759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020853911273356,"score_gpt":0.2755504904110335,"score_spread":0.2653419512982999,"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."}}