{"id":"W4403342673","doi":"10.3389/fpubh.2024.1430679","title":"How do policies promote the sustainable development of older-adult care industry? A configuration analysis based on policy tools","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Population ageing; Sustainable development; Business; Sustainable growth rate; Public policy; Health care; Population; Economics; Public economics; Economic growth; Medicine; Political science; Environmental health; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009955008,0.0007314431,0.0004748144,0.0107217,0.002073677,0.007486659,0.001126123,0.001081663,0.004190569],"category_scores_gemma":[0.02832534,0.000402105,0.001012305,0.01348294,0.004088646,0.01133469,0.00344939,0.0009621594,0.0002741874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01198426,"about_ca_system_score_gemma":0.009084556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053214,"about_ca_topic_score_gemma":0.009879184,"domain_scores_codex":[0.9899386,0.005169639,0.0008099736,0.0007671514,0.002102786,0.001211762],"domain_scores_gemma":[0.9770411,0.01521069,0.002882495,0.0009724465,0.003318016,0.0005752259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003293525,0.0004345771,0.3803197,0.003106874,0.0003712412,0.001684391,0.02484762,0.02074006,0.002144478,0.3644206,0.003769819,0.1978312],"study_design_scores_gemma":[0.0001066489,0.0005020744,0.4522194,0.004881173,0.000850629,0.0007244046,0.2070792,0.08061195,0.005508989,0.1649535,0.08233178,0.0002302435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583199,0.002135447,0.03322066,0.00529921,0.00006646157,0.0008569408,0.001290446,0.0001521991,0.09865864],"genre_scores_gemma":[0.9910863,0.0006240776,0.007225242,0.00009879108,0.000007103568,0.0001623267,0.0002418698,0.0000130143,0.0005413963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198426,"threshold_uncertainty_score":0.08695227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591448260816015,"score_gpt":0.272962155070279,"score_spread":0.2470476724621189,"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."}}