{"id":"W4281720818","doi":"10.3233/wor-213645","title":"Post-basic education training, age and gender of healthcare workers for elderly patients in Germany and Canada: A comparison","year":2022,"lang":"en","type":"article","venue":"Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Salary; Earnings; Health care; Socioeconomic status; Medicine; Psychology; Demographic economics; Gerontology; Nursing; Business; Political science; Population; Geography; Environmental health; Economic growth; Economics; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000825488,0.0003503248,0.0004706305,0.002985233,0.001823175,0.001361692,0.0009371606,0.00039363,0.002779029],"category_scores_gemma":[0.002701057,0.0001957376,0.0008471471,0.00553147,0.0003980615,0.0004143752,0.001006818,0.0004907236,0.0002956773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01647664,"about_ca_system_score_gemma":0.02556499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846763,"about_ca_topic_score_gemma":0.9904676,"domain_scores_codex":[0.9986992,0.00005739773,0.00008137333,0.0002016696,0.0004058224,0.0005545966],"domain_scores_gemma":[0.9977653,0.0001119885,0.0003276588,0.00007523285,0.001161027,0.0005587603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496819,0.00003059775,0.9806702,0.0001164416,0.0001223797,0.0001199992,0.0009738517,0.0001217427,0.00007607066,0.0002907406,0.004820867,0.01250744],"study_design_scores_gemma":[0.000003596389,0.000008422382,0.9961967,0.00005623762,0.00003063167,0.00003458051,0.001491253,0.00009087061,0.00002931749,0.00001872223,0.002031712,0.000008015454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965939,0.003167664,0.0001697589,0.0007349916,0.00005599352,0.00005359565,0.02466044,0.00001472765,0.005203728],"genre_scores_gemma":[0.9834166,0.001609751,0.0001988686,0.0002185332,0.000015048,0.00003057531,0.01313886,0.000008513482,0.001363263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01647664,"threshold_uncertainty_score":0.119547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05316377416937922,"score_gpt":0.3703861679652816,"score_spread":0.3172223937959024,"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."}}