{"id":"W2055345479","doi":"10.1177/1471301214523280","title":"Caring for older people living alone with dementia: Healthcare professionals’ experiences","year":2014,"lang":"en","type":"article","venue":"Dementia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Windsor","funders":"","keywords":"Dementia; Health care; Qualitative research; Nursing; Agency (philosophy); Psychology; Medicine; Gerontology; Sociology; Disease; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007020138,0.0001949832,0.0003284625,0.0001055491,0.001443202,0.00002317258,0.0001926514,0.0001404445,0.0006738238],"category_scores_gemma":[0.00008521036,0.00015312,0.00007388742,0.0002266166,0.00003177055,0.0001502909,0.0001112582,0.0002401226,0.00003875297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000541834,"about_ca_system_score_gemma":0.0001928159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005710414,"about_ca_topic_score_gemma":0.001285108,"domain_scores_codex":[0.9978446,0.0002651042,0.0004331539,0.0004130884,0.0003210861,0.0007229902],"domain_scores_gemma":[0.9985941,0.0004583541,0.0002491378,0.0003083395,0.0002339479,0.000156092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001810573,0.000278814,0.67576,0.001728845,0.0004461396,0.000001782873,0.2400769,0.000007950718,0.0002305061,0.001764272,0.06821593,0.01130781],"study_design_scores_gemma":[0.004004524,0.0008009257,0.6618694,0.002895149,0.0006996217,0.000005274932,0.2794202,0.0003286767,0.0005080643,0.0003607746,0.04812709,0.0009803064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794095,0.001286633,0.01160758,0.002605865,0.002409594,0.001474925,0.000009322335,0.0001706225,0.001025946],"genre_scores_gemma":[0.9943536,0.00001269805,0.00221556,0.0006835317,0.0005332858,0.001293793,0.00004623903,0.00004041778,0.0008209089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03934335,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452123669034371,"score_gpt":0.3621528808778331,"score_spread":0.3376316441874894,"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."}}