{"id":"W3046605339","doi":"10.11124/jbies-20-00042","title":"Identifying nudge strategies for behavior-based prevention and control of neglected tropical diseases: a scoping review protocol","year":2020,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"CINAHL; PsycINFO; Psychological intervention; Neglected tropical diseases; Context (archaeology); EconLit; MEDLINE; Nudge theory; Medicine; Public health; Psychology; Environmental health; Political science; Nursing; Geography; Social psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001167315,0.0004661515,0.002915299,0.0001798986,0.00008943875,0.00009358529,0.0002027596,0.000152359,0.0001675404],"category_scores_gemma":[0.004227581,0.0003459096,0.001084768,0.0003410317,0.000160528,0.0002413235,0.00004313684,0.0001808292,0.00001299827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932641,"about_ca_system_score_gemma":0.004516086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009764942,"about_ca_topic_score_gemma":0.000003287097,"domain_scores_codex":[0.9966673,0.0006023693,0.001054664,0.0006699617,0.000610608,0.0003951065],"domain_scores_gemma":[0.9960022,0.002254544,0.0005723995,0.0004737361,0.0002138667,0.0004832632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003489628,0.0003526593,0.000131793,0.5500359,0.0003219155,0.0001010744,0.000003104521,2.86173e-8,0.000008613558,0.00001828698,0.0000645829,0.4486131],"study_design_scores_gemma":[0.001319965,0.001167984,0.0007594816,0.9644763,0.02280268,0.00003003923,0.00001318155,0.00003169247,0.00001366872,0.00004167558,0.009031466,0.0003118421],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002482328,0.7772951,0.003666663,0.0001537173,0.00001352983,0.2186257,0.0001836458,0.00004883066,0.00001026809],"genre_scores_gemma":[0.0001830964,0.5975933,0.0004259276,0.0000495875,0.00004870865,0.4016227,0.00003052832,0.00003577102,0.00001041735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4483013,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07549510664423742,"score_gpt":0.4825882100913905,"score_spread":0.4070931034471531,"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."}}