{"id":"W2138536241","doi":"10.1186/1471-2458-8-156","title":"The perceived impact of location privacy: A web-based survey of public health perspectives and requirements in the UK and Canada","year":2008,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Medicine; Biostatistics; Government (linguistics); Environmental health; Public participation GIS; Geographic information system; Information privacy; Public relations; Internet privacy; GIS and public health; Geography; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005771109,0.0001466407,0.0004392964,0.0001457153,0.0002165117,0.00002585498,0.0002106029,0.00003242177,0.00001286586],"category_scores_gemma":[0.003266421,0.00008901104,0.00003460026,0.0006305833,0.000308157,0.0001207568,0.00004640717,0.000155133,2.405719e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008955305,"about_ca_system_score_gemma":0.03322531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7481318,"about_ca_topic_score_gemma":0.8261065,"domain_scores_codex":[0.9961049,0.001884773,0.000607907,0.0003005562,0.0005765387,0.0005253128],"domain_scores_gemma":[0.9974788,0.0006214046,0.0004087208,0.000609451,0.000450135,0.000431529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008643289,0.0001773921,0.9917719,0.000213018,0.00002821032,0.000001331227,0.002432883,0.00000195948,0.000006335601,0.00004925023,0.003589065,0.001642159],"study_design_scores_gemma":[0.001646864,0.0003553853,0.9950184,0.0000531158,0.000002129384,0.00001346451,0.001684523,0.0006507488,2.723399e-7,0.000003082644,0.0005092507,0.00006275607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831899,0.002261051,0.00008441264,0.01317851,0.00002650673,0.0008753396,0.00032324,0.00001327577,0.00004781022],"genre_scores_gemma":[0.9980425,0.0008791167,0.0001074428,0.0006918284,0.00001713032,0.00002154554,0.0002166362,0.00001311204,0.00001072841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0779748,"threshold_uncertainty_score":0.9722554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050614374154008,"score_gpt":0.3609628885813275,"score_spread":0.2559014511659267,"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."}}