{"id":"W1517358941","doi":"","title":"You cannot prevent a disease; you only treat diseases when they occur: knowledge, attitudes and practices to water-health in a rural Kenyan community.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sanitation; Latrine; Environmental health; Medicine; Focus group; Social capital; Qualitative research; Health education; Pit latrine; Open defecation; Community mobilization; Marital status; Socioeconomics; Economic growth; Business; Nursing; Public health; Population; Marketing; Political science; Sociology","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":[0.0009596084,0.0002499603,0.0002266994,0.0004580899,0.002342607,0.000942792,0.0003811931,0.0007174265,0.004375003],"category_scores_gemma":[0.001965571,0.000364,0.0001605988,0.0006333421,0.0009852017,0.001177463,0.001079649,0.0006422799,0.0003981053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188234,"about_ca_system_score_gemma":0.001853734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06855899,"about_ca_topic_score_gemma":0.1069799,"domain_scores_codex":[0.9996108,0.0001497581,0.00002433742,0.00003606545,0.00006874516,0.000110281],"domain_scores_gemma":[0.9992125,0.0002859786,0.0002184302,0.00001000556,0.00008024839,0.0001927217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001491222,0.0009617284,0.6538768,0.0008027958,0.0000274857,0.002514255,0.2945061,0.00006214691,0.001786538,0.000289015,0.002389221,0.04263478],"study_design_scores_gemma":[0.00003128358,0.0009243696,0.6163102,0.000873754,0.00003833002,0.001374308,0.3725582,0.0001350404,0.0001346443,0.0001415385,0.007438226,0.00003996669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966827,0.0009296732,0.00002330953,0.0008632226,0.000006102853,0.00002682734,0.00005282222,9.487907e-7,0.001414358],"genre_scores_gemma":[0.9949458,0.002630825,0.0001155055,0.0004735556,0.000008620465,0.00005956869,0.00004692969,0.000001232669,0.001717947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06855899,"threshold_uncertainty_score":0.1363199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0541910288825949,"score_gpt":0.3146652205500507,"score_spread":0.2604741916674558,"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."}}