{"id":"W3166779014","doi":"","title":"Effectiveness of Service Quality of Hospitals and Integrated Delivery Networks Based on Early Readmission Rate","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Hospital readmission; Service delivery framework; Service (business); Business; Medicine; Emergency medicine; Marketing","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":[0.004481242,0.0003912482,0.000874989,0.002560356,0.0002581496,0.001753059,0.0006749504,0.0005205086,0.002950803],"category_scores_gemma":[0.03353329,0.0002116856,0.001086592,0.004816929,0.0003758613,0.001540157,0.001284738,0.001391086,0.0004058118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002414881,"about_ca_system_score_gemma":0.001665164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03231816,"about_ca_topic_score_gemma":0.03176114,"domain_scores_codex":[0.994024,0.002245757,0.0007369634,0.0008829525,0.001173597,0.0009368553],"domain_scores_gemma":[0.9651042,0.01296515,0.01530156,0.0009908139,0.003158298,0.002479977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001405651,0.00009009914,0.9906675,0.00005348971,0.0002600785,0.00003212073,0.00006716942,0.001961856,0.00003654648,0.0001827189,0.001251506,0.005256304],"study_design_scores_gemma":[0.00002030582,0.0001192101,0.9934402,0.0000380483,0.00009531368,0.00004965758,0.000369963,0.005100115,0.00009940693,0.0001823092,0.0004757837,0.000009570447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849544,0.001235721,0.0007441091,0.001292807,0.00003709591,0.00002904126,0.010048,0.00003333648,0.001625447],"genre_scores_gemma":[0.9924184,0.0002608004,0.0003303505,0.0001058376,0.00004056405,0.00002205577,0.006502491,0.000008145776,0.0003114014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03231816,"threshold_uncertainty_score":0.06426007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06291787123474896,"score_gpt":0.3808491271133099,"score_spread":0.317931255878561,"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."}}