{"id":"W2054104563","doi":"10.1002/mde.1065","title":"The rise of human service chains: antecedents to acquisitions and their effects on the quality of care in US nursing homes","year":2002,"lang":"en","type":"article","venue":"Managerial and Decision Economics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nursing homes; Business; Service (business); Quality (philosophy); Welfare; Nursing; Test (biology); Service quality; Marketing; Economics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005801849,0.0001133242,0.0003114761,0.0001110806,0.0005470344,0.00002355395,0.0001575827,0.00008297845,0.00002195303],"category_scores_gemma":[0.000102485,0.00006776964,0.00004566368,0.0001505336,0.00006390644,0.00004649668,0.0001016008,0.0001179115,0.00000677033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005935355,"about_ca_system_score_gemma":0.00001071908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003144985,"about_ca_topic_score_gemma":0.001515821,"domain_scores_codex":[0.9988616,0.0002239187,0.0004762654,0.0001913759,0.0000603219,0.0001865371],"domain_scores_gemma":[0.9976332,0.001737507,0.0001958932,0.0003193006,0.00005924968,0.00005483933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002345835,0.0002750859,0.01237755,0.0007493294,0.00007850619,0.000002319792,0.1074294,0.0001259166,0.001321516,0.02143301,0.005451286,0.8484102],"study_design_scores_gemma":[0.005391633,0.001161357,0.8184488,0.002512023,0.00005644519,0.000001845106,0.1224031,0.0009699569,0.00107335,0.0411118,0.006338333,0.0005314335],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950814,0.0009553839,0.00002472548,0.001501829,0.0006933294,0.0005628834,0.00003665468,0.000008753264,0.001135096],"genre_scores_gemma":[0.9989581,0.0005730712,0.0000337944,0.000241014,0.0001111292,0.00002173918,0.000002640402,0.000009851172,0.00004869463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8478788,"threshold_uncertainty_score":0.4207402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117438434827709,"score_gpt":0.3653885561381647,"score_spread":0.3242141717898877,"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."}}