{"id":"W3122891900","doi":"","title":"Long-Term Care for the Elderly: Challenges and Policy Options","year":2012,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Long-term care; Term (time); Public economics; Value (mathematics); Health care; Business; Face (sociological concept); Actuarial science; Economics; Economic policy; Economic growth; Medicine; Nursing; Sociology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000429966,0.0001284605,0.0001282241,0.00004387712,0.001450208,0.00006777333,0.0002789721,0.00006230125,0.00003163392],"category_scores_gemma":[0.00005817394,0.00009943279,0.00007814886,0.00007616296,0.0006288052,0.0004604195,0.0001153947,0.00008828492,0.000006320784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591108,"about_ca_system_score_gemma":0.00007108143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951478,"about_ca_topic_score_gemma":0.01185236,"domain_scores_codex":[0.9989322,0.00008797942,0.0001496451,0.0001750812,0.0002026419,0.0004524419],"domain_scores_gemma":[0.9992992,0.0001425799,0.0000470864,0.0002772982,0.00004699739,0.0001868875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000356139,0.0004396571,0.1061959,0.0002740589,0.0001598452,0.000001266927,0.1118047,0.000006379538,0.0000145833,0.1699266,0.01067832,0.600463],"study_design_scores_gemma":[0.000707659,0.0001668208,0.1375757,0.00006733161,0.0001090566,0.000001747124,0.03578496,0.000001864424,0.00003828371,0.001599306,0.8236666,0.0002806985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5850781,0.08961944,0.0004321953,0.2952269,0.003961286,0.003040404,0.00009465643,0.0001761558,0.02237086],"genre_scores_gemma":[0.9736153,0.02195194,0.000130024,0.002151323,0.001773178,0.0002077187,0.00004035529,0.0000109956,0.0001191079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8129883,"threshold_uncertainty_score":0.9998498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2513245657775957,"score_gpt":0.4415517532178713,"score_spread":0.1902271874402756,"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."}}