{"id":"W2730188900","doi":"10.1093/geroni/igx004.2606","title":"SURVEILLANCE TECHNOLOGIES IN LONG-TERM CARE: A BLIND SPOT FOR GERONTOLOGISTS?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Long-term care; Public relations; Variety (cybernetics); Assisted living; Business; Health care; Internet privacy; Political science; Medicine; Nursing; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002332072,0.0001056236,0.0001810158,0.0006826556,0.0006598607,0.00007543003,0.0004771318,0.0001908219,0.00004316866],"category_scores_gemma":[0.007101122,0.0001087703,0.00001496976,0.0006427914,0.0001313353,0.0005285069,0.0001970403,0.000649256,0.00004924522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299301,"about_ca_system_score_gemma":0.0004104442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008427078,"about_ca_topic_score_gemma":0.00341764,"domain_scores_codex":[0.9982969,0.0001220617,0.0006420917,0.0003003087,0.0001885032,0.000450141],"domain_scores_gemma":[0.99795,0.0004072009,0.0005320268,0.00060352,0.0004928842,0.00001439686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006868563,0.00003849823,0.9608454,0.0002664277,0.000003844778,0.00000545684,0.00220783,0.000002090196,0.000256779,0.002995295,0.0001499889,0.03315973],"study_design_scores_gemma":[0.00136208,0.00001393298,0.9867904,0.0001991452,8.857128e-7,0.000001220527,0.008421021,0.00004296602,0.0002107652,0.001171885,0.001674707,0.0001110448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835436,0.0002869288,0.000669191,0.009540671,0.0008587644,0.001251196,0.000009187121,0.0001039024,0.003736542],"genre_scores_gemma":[0.9976875,0.00005890297,0.0004711644,0.0001441835,0.00009324476,0.000747743,0.00006087718,0.00001761214,0.0007187549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03304868,"threshold_uncertainty_score":0.850122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1600627355449638,"score_gpt":0.5408290343454732,"score_spread":0.3807662988005095,"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."}}