{"id":"W2059120605","doi":"10.1186/1471-2458-12-1084","title":"Socio-demographic factors influencing knowledge, attitude and practice (KAP) regarding malaria in Bangladesh","year":2012,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Malaria Research and Control","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Bangabandhu Sheikh Mujibur Rahman Agricultural University; Public Health Agency; Public Health Agency of Canada","keywords":"Malaria; Biostatistics; Residence; Environmental health; Observational study; Public health; Medicine; Epidemiology; Socioeconomics; Cross-sectional study; Interview; Geography; Demography; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008347672,0.0001535415,0.0001609428,0.0005161077,0.0004179867,0.000509232,0.0001967681,0.0003191126,0.003429526],"category_scores_gemma":[0.004440181,0.0001539066,0.000159591,0.0007897271,0.0004918032,0.0003736209,0.000404,0.0003655151,0.0004959721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005138475,"about_ca_system_score_gemma":0.0005226713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01612534,"about_ca_topic_score_gemma":0.01482495,"domain_scores_codex":[0.9993458,0.0002607092,0.0001038039,0.00004946983,0.000150955,0.00008927663],"domain_scores_gemma":[0.9976298,0.000649343,0.0009573541,0.00006947409,0.0002536576,0.0004404175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004510941,0.00006241862,0.9933109,0.00005178699,0.00001874377,0.0001357022,0.002007091,0.00004445615,0.0002330511,0.00004023271,0.0001772168,0.003873299],"study_design_scores_gemma":[0.000003191957,0.0001088607,0.9958806,0.00003440561,0.000006757264,0.0001383578,0.003345725,0.00006116577,0.00002696611,0.00003651051,0.0003519078,0.000005561259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979917,0.0002114018,0.00002500331,0.0001988708,0.00000224983,0.00001331067,0.0002462634,0.00000138743,0.001309892],"genre_scores_gemma":[0.9995916,0.0001823711,0.00003145807,0.00002079057,0.000001844969,0.000006813901,0.00005688302,3.971264e-7,0.0001079965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612534,"threshold_uncertainty_score":0.03206295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06893926427947505,"score_gpt":0.3720132940503434,"score_spread":0.3030740297708684,"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."}}