{"id":"W2541481345","doi":"10.1503/cmaj.150588","title":"Hygiene and sanitation: medical, social and psychological concerns","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sanitation; Sewerage; Hygiene; Environmental health; Chose; Medicine; Political science; Engineering; Law; Waste management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002850109,0.0002978488,0.0006411041,0.001313142,0.005915435,0.003637673,0.0006617003,0.007048387,0.005160607],"category_scores_gemma":[0.005306109,0.0002818233,0.0003247744,0.001504718,0.008459555,0.004478048,0.003256719,0.009143259,0.0006385703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003003429,"about_ca_system_score_gemma":0.003035109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00843928,"about_ca_topic_score_gemma":0.01501981,"domain_scores_codex":[0.996792,0.001313623,0.0001542887,0.0002213138,0.0011751,0.0003437012],"domain_scores_gemma":[0.9937265,0.002809646,0.0007873353,0.00009948907,0.0007460841,0.001831023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002504479,0.001326216,0.06054297,0.002282584,0.0001476555,0.005183083,0.06671301,0.0002813542,0.001612949,0.09535895,0.405846,0.3604549],"study_design_scores_gemma":[0.00006070403,0.0006887208,0.08388187,0.004219848,0.00006488779,0.01361033,0.189392,0.000429301,0.0002870261,0.06171181,0.6453807,0.000272745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04097218,0.1125057,0.0003282499,0.8253344,0.004069019,0.00001620524,0.00008663223,0.00002288114,0.01666477],"genre_scores_gemma":[0.4812613,0.1435137,0.0009323226,0.3465545,0.01994374,0.00005607224,0.0001228189,0.00002732873,0.007588173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00843928,"threshold_uncertainty_score":0.02179152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499516016577173,"score_gpt":0.3342938488304623,"score_spread":0.284342247172745,"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."}}