{"id":"W4317548412","doi":"10.7189/jogh.13.03005","title":"“Women are again unsafe”: Preventing violence and poor maternal outcomes during current floods in Pakistan","year":2023,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Environmental health; Medicine; Occupational safety and health; Suicide prevention; Injury prevention; Poison control; Medical emergency","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":[0.0008638214,0.0002060516,0.0002645063,0.000482135,0.002808182,0.001184098,0.000562161,0.0009388399,0.002393015],"category_scores_gemma":[0.002980163,0.0002494753,0.0002542805,0.0008901703,0.0009521396,0.001239063,0.001662615,0.002152762,0.0002546852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659333,"about_ca_system_score_gemma":0.004040435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.115596,"about_ca_topic_score_gemma":0.1745974,"domain_scores_codex":[0.9994475,0.0001498149,0.000033134,0.00004165263,0.00006873399,0.0002591418],"domain_scores_gemma":[0.9988694,0.0001171909,0.0004196052,0.00002090308,0.0001081573,0.0004647231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001170445,0.0003122412,0.9485677,0.000213329,0.0000642199,0.0006542501,0.01201141,0.00007128298,0.0001214071,0.0006958182,0.008831101,0.02834027],"study_design_scores_gemma":[0.00001440063,0.0001828564,0.9619442,0.0005447425,0.00004971134,0.0004847429,0.0316194,0.0001077583,0.00006590079,0.0007435472,0.004216631,0.00002615851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731024,0.003665722,0.000122678,0.01758624,0.0002166239,0.00004128225,0.0007355813,0.000007139285,0.004522278],"genre_scores_gemma":[0.9942244,0.003451333,0.0001344623,0.001409837,0.00009378806,0.00002260503,0.0001941374,0.000002756009,0.0004667064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115596,"threshold_uncertainty_score":0.2298464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151565816586428,"score_gpt":0.4899692116844353,"score_spread":0.438453553518571,"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."}}