{"id":"W2053771393","doi":"10.2196/mhealth.3123","title":"Privacy-Related Context Information for Ubiquitous Health","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Internet privacy; Ubiquitous computing; Computer science; Health information; mHealth; Business; World Wide Web; Health care; Medicine; Geography; Human–computer interaction; Psychological intervention; Nursing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.007176892,0.0008202892,0.0006720802,0.002040392,0.002690424,0.006500419,0.001595936,0.002309838,0.005939132],"category_scores_gemma":[0.02286408,0.0005448727,0.002054617,0.002251398,0.004086711,0.00990278,0.004687049,0.003292925,0.001350124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018878,"about_ca_system_score_gemma":0.003532786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003209854,"about_ca_topic_score_gemma":0.002607459,"domain_scores_codex":[0.9919475,0.003730651,0.0007663834,0.001025956,0.002098147,0.0004315242],"domain_scores_gemma":[0.9826105,0.008968189,0.001431662,0.003743294,0.002769511,0.0004768651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001227965,0.00009016113,0.004504208,0.0008960209,0.00008780292,0.0006261578,0.002439755,0.009265899,0.002337408,0.853688,0.01345005,0.1124917],"study_design_scores_gemma":[0.00004397173,0.00009977202,0.00235022,0.001050842,0.0002363984,0.001616478,0.001662876,0.04240802,0.005738735,0.7560059,0.1886895,0.00009738423],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01553585,0.007849178,0.8935951,0.01832002,0.0008040905,0.0007976622,0.001389602,0.001034114,0.06067429],"genre_scores_gemma":[0.4687009,0.00674051,0.5098195,0.0042522,0.000965416,0.001013527,0.002057615,0.0002319657,0.006218393],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007176892,"threshold_uncertainty_score":0.03795546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661289641727404,"score_gpt":0.3406492454141902,"score_spread":0.2940363489969161,"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."}}