{"id":"W4283363641","doi":"10.2196/38201","title":"Ecological Burden of e-Waste in Bangladesh—an Assessment to Measure the Exposure to e-Waste and Associated Health Outcomes: Protocol for a Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Environmental health; Electronic waste; Waste management; Environmental science; Medicine; Engineering; Geography","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":[0.007573961,0.002410787,0.002475512,0.001930503,0.002806137,0.001257347,0.002132789,0.002197637,0.01990029],"category_scores_gemma":[0.00523632,0.001758556,0.002101374,0.001909559,0.001032875,0.001286083,0.00183212,0.002201972,0.005049006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399892,"about_ca_system_score_gemma":0.009235417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009987355,"about_ca_topic_score_gemma":0.01395152,"domain_scores_codex":[0.996407,0.001452122,0.0008836953,0.0004650512,0.0003671304,0.0004249351],"domain_scores_gemma":[0.9957376,0.0004870378,0.0007143634,0.0004927004,0.00203431,0.0005340796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08107889,0.07790896,0.2503853,0.04898598,0.002270174,0.006884451,0.01246373,0.01485379,0.03720637,0.01360982,0.15108,0.3032726],"study_design_scores_gemma":[0.03194238,0.0668413,0.5405272,0.01121086,0.001119154,0.001580842,0.01171137,0.005977973,0.009400116,0.006931952,0.3119476,0.0008092267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01920016,0.0003708867,0.004601493,0.000306541,0.0001161799,0.9622444,0.01008098,0.00009434474,0.002985006],"genre_scores_gemma":[0.00956248,0.0003765411,0.008649253,0.0002539586,0.00002760297,0.977576,0.002441731,0.00000743371,0.001105072],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01990029,"threshold_uncertainty_score":0.06657308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2650713797891741,"score_gpt":0.5676128290984953,"score_spread":0.3025414493093212,"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."}}