{"id":"W2885908504","doi":"10.1111/ajag.12576","title":"Development and pilot testing of the revised Patients’ Attitudes Towards Deprescribing questionnaire for people with cognitive impairment","year":2018,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"HammondCare; National Health and Medical Research Council; Alzheimer's Australia","keywords":"Deprescribing; Dementia; Cognitive impairment; Cognition; Cog; Medicine; Elderly people; Gerontology; Psychology; Psychiatry; Clinical psychology; Polypharmacy; Disease","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":[0.0005005949,0.0001592798,0.0002288009,0.0001098962,0.0004430495,0.00006873714,0.0000825203,0.00002845387,0.00002746651],"category_scores_gemma":[0.0004465212,0.00009660981,0.00005155101,0.000218765,0.0001402949,0.0001183819,0.00005078935,0.0002458627,0.00000245497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009770265,"about_ca_system_score_gemma":0.0002686995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008173321,"about_ca_topic_score_gemma":0.00002123406,"domain_scores_codex":[0.9985865,0.00007078864,0.0003284542,0.0002025166,0.0004796018,0.0003321682],"domain_scores_gemma":[0.9987112,0.00007831831,0.0002125455,0.00008912477,0.0007315256,0.0001772416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007360654,0.0003614886,0.9427009,0.0002010282,0.0001483947,0.00002695187,0.0008659774,6.812939e-7,0.0006099672,0.00001771072,0.00004207677,0.05428876],"study_design_scores_gemma":[0.003781716,0.005658329,0.9712638,0.005464743,0.0001240937,0.0001118513,0.0004656469,0.00002065558,0.012909,0.00001513722,0.00007724348,0.0001078426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970106,0.00002069263,0.0009694989,0.0003697951,0.00006786337,0.0008741946,0.000002825248,0.00001402214,0.0006705296],"genre_scores_gemma":[0.9947978,0.00000452879,0.004705203,0.0001721148,0.0001289818,0.00003268408,0.000002955393,0.00002025838,0.0001354756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05418092,"threshold_uncertainty_score":0.3939634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861621875146858,"score_gpt":0.3101871480783219,"score_spread":0.2715709293268533,"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."}}