{"id":"W4406624962","doi":"10.1186/s12982-025-00404-0","title":"Addressing limited access to water sanitation and hygiene in Gaza strip shelters during conflict","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sanitation; Hygiene; Gaza strip; Environmental health; Armed conflict; Geography; Environmental science; Medicine; Political science; Environmental engineering; Palestine; History; Ancient history; Law","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":[0.001669031,0.0003115432,0.0002042526,0.0006787087,0.005214765,0.002666928,0.001002986,0.001338423,0.008948689],"category_scores_gemma":[0.003691439,0.0002306681,0.0001971217,0.0005821136,0.001983888,0.001581277,0.006390642,0.001554738,0.0006590984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384807,"about_ca_system_score_gemma":0.009699751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01613708,"about_ca_topic_score_gemma":0.04318553,"domain_scores_codex":[0.9984016,0.0006592265,0.00004729459,0.00005832194,0.00007021309,0.0007634336],"domain_scores_gemma":[0.9988772,0.0002125476,0.000229943,0.00003326674,0.0001343327,0.0005126499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000396825,0.001063667,0.3370987,0.001786664,0.0001018221,0.005276232,0.2880325,0.0005245003,0.003458245,0.007920193,0.05039336,0.3039473],"study_design_scores_gemma":[0.00004238897,0.0004926585,0.1397283,0.001491629,0.00003066817,0.001121927,0.7636342,0.0003359711,0.0004808251,0.003597476,0.0890039,0.00004011554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077609,0.004193014,0.0005262559,0.06577767,0.0003098405,0.00006609625,0.000148434,0.00001713645,0.02120064],"genre_scores_gemma":[0.9895945,0.003086122,0.0005107942,0.003930827,0.0001069326,0.00007816205,0.00005710376,0.000005138098,0.002630627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01613708,"threshold_uncertainty_score":0.03208631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4084781481666429,"score_gpt":0.5276706140927001,"score_spread":0.1191924659260573,"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."}}