{"id":"W3162461738","doi":"10.21203/rs.3.rs-496447/v1","title":"Public acceptability of a technology-mediated stool sample collection platform to inform community-based surveillance of infectious intestinal disease: a pilot study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Liverpool; University of Warwick; Public Health England; Department of Health and Social Care; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Medicine; Confidence interval; Logistic regression; Odds ratio; Demography; Ethnic group; Demographics; Population; Quarter (Canadian coin); Public health; Household income; Family medicine; Environmental health; Internal medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02232967,0.0004710226,0.0004352891,0.000767496,0.0008408966,0.002273522,0.0008102503,0.0009389659,0.003106983],"category_scores_gemma":[0.03856083,0.000557958,0.0009693344,0.0006187974,0.0009778161,0.001865143,0.001762343,0.001227129,0.000587846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346567,"about_ca_system_score_gemma":0.001703626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004506921,"about_ca_topic_score_gemma":0.003830831,"domain_scores_codex":[0.9860426,0.009566808,0.0008184934,0.0006168413,0.001801136,0.001154177],"domain_scores_gemma":[0.963129,0.02038783,0.006375608,0.002371277,0.005576783,0.002159486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005282565,0.01850415,0.8281473,0.001052236,0.0002312354,0.001182926,0.04685815,0.0006042385,0.004282422,0.0003624861,0.001836802,0.09165547],"study_design_scores_gemma":[0.0007902649,0.07664517,0.8653008,0.00041056,0.0002189151,0.0007916649,0.04320358,0.004000493,0.002525134,0.0002785436,0.005685964,0.0001489688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981961,0.00002071552,0.0003534594,0.00009381583,0.000005144515,0.0005702091,0.0001157565,0.000009627486,0.000635349],"genre_scores_gemma":[0.997683,0.00004795218,0.001046529,0.0001083472,0.00001061368,0.0007791306,0.00008147302,0.000004608946,0.0002383563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02232967,"threshold_uncertainty_score":0.118092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1819204086160547,"score_gpt":0.425516292371562,"score_spread":0.2435958837555074,"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."}}