{"id":"W2771008501","doi":"10.1177/0950017017737493","title":"A Beginning and not the End: Work After a Diagnosis of Dementia","year":2017,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Work (physics); Psychology; Sociology; Public relations; Medicine; Nursing; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005765777,0.0004401195,0.0006595518,0.001180749,0.02918473,0.008451447,0.001425525,0.005338643,0.001908857],"category_scores_gemma":[0.01444597,0.000479565,0.0005551917,0.0008973338,0.02163789,0.01066268,0.01283759,0.01164806,0.0006506314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004058781,"about_ca_system_score_gemma":0.007194779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0136406,"about_ca_topic_score_gemma":0.03285318,"domain_scores_codex":[0.9929972,0.003742364,0.0002092486,0.0002417927,0.0008352377,0.001974124],"domain_scores_gemma":[0.9928214,0.002534149,0.0008568711,0.0003017033,0.0007510775,0.00273478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004794982,0.00006620224,0.003934294,0.00006769725,0.000005603018,0.004733491,0.9678375,0.00002346933,0.0001698752,0.008764536,0.006010055,0.008339227],"study_design_scores_gemma":[0.00000568204,0.00009932565,0.004166941,0.0004409321,0.000005498437,0.002804732,0.9493625,0.00001739459,0.00007430065,0.003062195,0.03993125,0.00002927974],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7114869,0.01592582,0.001533541,0.1786484,0.004149124,0.00005997562,0.00006844756,0.00005085504,0.0880769],"genre_scores_gemma":[0.9723628,0.006478063,0.0004796779,0.01121038,0.0005426647,0.00003757142,0.00002809167,0.00003020466,0.008830405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02918473,"threshold_uncertainty_score":0.03049272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016532035329804,"score_gpt":0.3631984646677733,"score_spread":0.3130331443144753,"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."}}