{"id":"W2539145575","doi":"10.1016/j.jalz.2016.06.960","title":"P1‐212: Application of Actigraphy to Measuring Agitation in Older Adults with Dementia","year":2016,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Actigraphy; Dementia; Physical therapy; Comorbidity; Psychomotor agitation; Medicine; Psychology; Physical medicine and rehabilitation; Psychiatry; Disease; Internal medicine; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294051,0.0004864673,0.0004080141,0.0008095052,0.0004175631,0.0005333175,0.0005139075,0.0005054917,0.004366827],"category_scores_gemma":[0.003123414,0.0002319808,0.0003690017,0.0007686905,0.0001300643,0.0003407807,0.0006083756,0.0005169718,0.001543846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269088,"about_ca_system_score_gemma":0.0004827968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582802,"about_ca_topic_score_gemma":0.006833391,"domain_scores_codex":[0.9992965,0.0002480922,0.0001498644,0.00005824709,0.0002061731,0.00004103298],"domain_scores_gemma":[0.9990216,0.0001986837,0.0002359805,0.00003210711,0.0003973925,0.0001142445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002769977,0.002390704,0.7204694,0.001634051,0.0002170777,0.000704344,0.00136236,0.0002924976,0.01043312,0.0001786583,0.01994626,0.2396015],"study_design_scores_gemma":[0.0001600896,0.00189509,0.9909205,0.00009737886,0.00003432704,0.0009615446,0.0002679967,0.000435309,0.0007443862,0.00007012679,0.004400694,0.00001251448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424435,0.001902422,0.004593251,0.0005824374,0.0002565027,0.009298779,0.005932745,0.0002257684,0.03476455],"genre_scores_gemma":[0.9274064,0.002990929,0.03436081,0.001012804,0.0002383507,0.0135807,0.00516203,0.00003776679,0.01521024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004366827,"threshold_uncertainty_score":0.01460844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752520264023684,"score_gpt":0.2823172948266033,"score_spread":0.2647920921863665,"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."}}