{"id":"W3048129990","doi":"10.3390/ijerph17165746","title":"When It Is Not Measured, How Then Will It Be Planned for? WaSH a Critical Indicator for Universal Health Coverage in Kenya","year":2020,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sanitation; Hygiene; Context (archaeology); Business; Health care; Quality (philosophy); Environmental health; Environmental planning; Medicine; Economic growth; Geography","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":[0.006569071,0.0005358109,0.001781928,0.002541742,0.0005070222,0.002302264,0.0009309225,0.001223632,0.001793919],"category_scores_gemma":[0.01550264,0.0005146695,0.0008947903,0.002914338,0.001067149,0.00228434,0.0008249442,0.001563447,0.0002198506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003162657,"about_ca_system_score_gemma":0.009339451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01528392,"about_ca_topic_score_gemma":0.03596734,"domain_scores_codex":[0.9966385,0.001712598,0.0006848616,0.0002005351,0.0006327704,0.0001307889],"domain_scores_gemma":[0.9919164,0.005666523,0.00134647,0.00009474729,0.0008405893,0.0001353201],"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":[0.0001563882,0.0000431131,0.001290722,0.2551806,0.0006954247,0.0000883711,0.0008292776,0.0002223517,0.0004086283,0.006519772,0.01322413,0.7213411],"study_design_scores_gemma":[0.00005836758,0.0002090208,0.01245171,0.5914675,0.002846668,0.0004202306,0.00160399,0.0002275477,0.0005900817,0.002421232,0.3876354,0.00006834263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001973451,0.9986486,0.00002586344,0.0007701124,0.00007686255,0.000009264265,0.00001607946,9.777341e-7,0.0002548869],"genre_scores_gemma":[0.005754095,0.9934105,0.000228694,0.0004186618,0.00005011428,0.00003062317,0.00001856394,0.000001393967,0.00008721468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01528392,"threshold_uncertainty_score":0.03474098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1766317450613711,"score_gpt":0.4408982767114992,"score_spread":0.2642665316501281,"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."}}