{"id":"W1544167591","doi":"10.1111/inr.12180","title":"Ongoing challenges responding to behavioural and psychological symptoms of dementia","year":2015,"lang":"en","type":"article","venue":"International Nursing Review","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dementia; Feeling; Psychology; Qualitative research; Aggression; Interpersonal communication; Medicine; Clinical psychology; Nursing; Psychiatry; Disease; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007533809,0.00009626874,0.0002599001,0.0002165705,0.00007595292,0.000006313183,0.0001633894,0.00006550128,0.0001207955],"category_scores_gemma":[0.0005368527,0.00008142881,0.00005100504,0.000190046,0.00003977393,0.00007387104,0.00004711029,0.0001596844,0.00005255648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383212,"about_ca_system_score_gemma":0.00003844801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001930173,"about_ca_topic_score_gemma":0.000006096257,"domain_scores_codex":[0.9987158,0.0001804965,0.0004217342,0.0002103847,0.0002831125,0.0001884249],"domain_scores_gemma":[0.9991528,0.000152469,0.0001667174,0.0001465885,0.0002422894,0.0001391376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002804715,0.0003937954,0.04220798,0.001159354,0.0001215177,0.00001481203,0.01244253,0.000001256181,0.0002284442,0.01842996,0.08178484,0.842935],"study_design_scores_gemma":[0.003376652,0.00250985,0.4111154,0.1893716,0.000913502,0.000197009,0.01082151,0.00003775198,0.00007957932,0.005564841,0.3749206,0.001091667],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6782082,0.2335438,0.0002116666,0.04595481,0.005887568,0.0009197397,0.00001882671,0.00009782564,0.03515752],"genre_scores_gemma":[0.9864792,0.01089398,0.001177398,0.0006858789,0.0002295517,0.00003525038,0.00001191586,0.00001420806,0.0004726684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8418434,"threshold_uncertainty_score":0.332057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2400715793925491,"score_gpt":0.5089827599172999,"score_spread":0.2689111805247508,"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."}}