{"id":"W2135906951","doi":"10.1186/2049-9957-3-24","title":"Community based interventions for the prevention and control of Non-Helmintic NTD","year":2014,"lang":"en","type":"article","venue":"Infectious Diseases of Poverty","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"European Commission; UNICEF","keywords":"Psychological intervention; Environmental health; Medicine; Neglected tropical diseases; Trachoma; Sanitation; Public health; Chemoprophylaxis; Mass drug administration; Family medicine; Surgery; Nursing; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752384,0.00007542691,0.000191735,0.0000584133,0.0002230278,0.000006870657,0.000094528,0.0000538582,0.0001191243],"category_scores_gemma":[0.0003008328,0.00005431708,0.0002851673,0.00004365271,0.0001569015,0.00005461034,0.00002527136,0.0001109946,0.000006983285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001124895,"about_ca_system_score_gemma":0.00002154079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000371183,"about_ca_topic_score_gemma":0.0002056701,"domain_scores_codex":[0.9993971,0.0001991318,0.0002202119,0.00007194421,0.0000165939,0.00009502435],"domain_scores_gemma":[0.9984697,0.001006062,0.0001805334,0.0002213253,0.00010847,0.00001394775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0017173,0.008794769,0.6666727,0.002699975,0.003473585,2.610224e-7,0.000505238,0.0007867452,0.2274145,0.007295408,0.0185565,0.06208302],"study_design_scores_gemma":[0.009687988,0.003261343,0.9487655,0.0006752249,0.002214422,0.00001724906,0.0002828472,0.003055734,0.01605725,0.003571426,0.01212152,0.0002894491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7658616,0.001833625,0.229485,0.0002988651,0.0006088379,0.0007287078,0.0006217193,0.00004058729,0.0005209897],"genre_scores_gemma":[0.9994547,0.0000143631,0.00001297282,0.0001642171,0.00001161059,0.00006068895,0.00006529551,0.000005900422,0.0002102849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2820928,"threshold_uncertainty_score":0.2214986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475676530520025,"score_gpt":0.3118833573405836,"score_spread":0.2971265920353833,"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."}}