{"id":"W3008708425","doi":"10.1016/j.jamda.2020.01.085","title":"Evaluation of the Adoption and the Validity and Reliability of the Dementia Observation System (DObs) Web Application in Long-Term Care","year":2020,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Dementia; Reliability (semiconductor); Context (archaeology); Long-term care; Term (time); Recall; Assisted living; Validity; Data collection; Psychometrics; Clinical psychology; Gerontology; Nursing; Psychology; Statistics; Cognitive psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05575787,0.0003974862,0.000531911,0.002033764,0.001016489,0.002112616,0.0009274799,0.0008848242,0.0008037232],"category_scores_gemma":[0.162546,0.0004921695,0.00135595,0.001582927,0.001169486,0.001851466,0.001908189,0.001288914,0.000366176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002484991,"about_ca_system_score_gemma":0.00378634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009500419,"about_ca_topic_score_gemma":0.0142018,"domain_scores_codex":[0.9654545,0.01686654,0.004792639,0.001723192,0.01023512,0.0009279536],"domain_scores_gemma":[0.8285506,0.09972564,0.02007451,0.006985087,0.0415545,0.003109703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008568554,0.001027773,0.965738,0.0001276576,0.0001974365,0.00004612955,0.004204948,0.0002191858,0.0003900464,0.0001266072,0.0004096289,0.02665578],"study_design_scores_gemma":[0.0001037658,0.002657898,0.9895172,0.0001311855,0.0001799181,0.00009487601,0.002487083,0.002886194,0.0007491806,0.0001075832,0.001051374,0.00003380999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969242,0.000164131,0.0007454691,0.0001531013,0.00004767831,0.0003098015,0.0001354537,0.00002062219,0.001499386],"genre_scores_gemma":[0.9963489,0.0001737273,0.002223136,0.0001148135,0.00003345521,0.0003605017,0.0002405182,0.00001414942,0.0004908327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05575787,"threshold_uncertainty_score":0.2948793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317955636005598,"score_gpt":0.3213199032243745,"score_spread":0.2981403468643185,"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."}}