{"id":"W4417088249","doi":"10.1093/medlaw/fwaf043","title":"Prescribing wearable tech","year":2025,"lang":"en","type":"article","venue":"Medical Law Review","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"Ian Potter Foundation; David and Elaine Potter Foundation","keywords":"Wearable computer; Wearable technology; Smartwatch; Context (archaeology); Health care; Information privacy; Exploratory research; Data Protection Act 1998","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002544692,0.00006299048,0.0001948549,0.00001826854,0.0004295357,0.00003937764,0.0005528979,0.0001089386,0.001711631],"category_scores_gemma":[0.005093834,0.00005222932,0.00005906224,0.0003708777,0.0002358573,0.0001529546,0.0002079679,0.0002387112,0.0001886893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005260051,"about_ca_system_score_gemma":0.0002592752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004982132,"about_ca_topic_score_gemma":0.001814798,"domain_scores_codex":[0.9985496,0.0002951426,0.000213562,0.0001824308,0.0005315243,0.0002276756],"domain_scores_gemma":[0.9994012,0.00009564509,0.0000352177,0.0002807216,0.00004399526,0.0001432211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001653323,0.00004671681,0.00004815249,0.001284003,0.000009555411,0.000005898168,0.00007749665,6.932281e-9,0.000004381239,0.7619078,0.07587068,0.1607436],"study_design_scores_gemma":[0.00006587707,0.000005901885,0.00001037924,0.004840632,0.00001961019,6.724694e-7,0.00001622411,0.000005436857,0.00002414379,0.01433656,0.9806202,0.00005437402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00006832329,0.304655,0.002568113,0.08508141,0.0008697545,0.000873573,0.000003926775,0.0002359318,0.605644],"genre_scores_gemma":[0.1063228,0.8279918,0.0009875916,0.05646693,0.0008482618,0.0003075703,0.00002265753,0.00001811401,0.00703422],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9047495,"threshold_uncertainty_score":0.9992009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596724973880766,"score_gpt":0.3525416875785548,"score_spread":0.3165744378397471,"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."}}