{"id":"W2160103366","doi":"10.3329/jhpn.v28i5.6150","title":"Suffering for Water, Suffering from Water: Access to Drinking-water and Associated Health Risks in Cameroon","year":2010,"lang":"en","type":"article","venue":"Journal of Health Population and Nutrition","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Environmental health; Water supply; Geography; Neighbourhood (mathematics); Water quality; Waterborne diseases; Public health; Socioeconomics; Medicine; Environmental science; Environmental engineering","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":[0.000504554,0.0005781904,0.0002612561,0.0009797669,0.001902558,0.0009758333,0.0004106187,0.0009169526,0.00401009],"category_scores_gemma":[0.001076449,0.0005334332,0.0004752781,0.00175777,0.001022454,0.0009995411,0.001025589,0.00135595,0.0002284073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178747,"about_ca_system_score_gemma":0.001615608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1100713,"about_ca_topic_score_gemma":0.2174496,"domain_scores_codex":[0.9995471,0.0001482007,0.00002931114,0.00003924299,0.00001623134,0.0002199361],"domain_scores_gemma":[0.9993831,0.0001121384,0.0001904269,0.000008722206,0.00005365165,0.0002519829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001750099,0.0002707444,0.9880679,0.00006181919,0.00003466199,0.001810417,0.005855328,0.00004605339,0.0004234456,0.0002501904,0.0003868866,0.002617431],"study_design_scores_gemma":[0.00001291466,0.000266901,0.955335,0.0001118374,0.00004684523,0.0007739559,0.04219565,0.0002731079,0.0000883922,0.0001599378,0.0007036775,0.0000317301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990199,0.0003071949,0.00002637932,0.0002761456,0.00001014212,0.000009203835,0.00007726056,7.592642e-7,0.0002731258],"genre_scores_gemma":[0.999248,0.0003496383,0.00004871162,0.00007563218,0.000006551011,0.000009464266,0.00003881185,8.312402e-7,0.0002222559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100713,"threshold_uncertainty_score":0.2188612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05550140092760206,"score_gpt":0.3743396840797322,"score_spread":0.3188382831521301,"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."}}