{"id":"W2981182346","doi":"10.5430/ijba.v10n6p1","title":"Smart Healthcare and Value Co-creation: The Service Science Perspective to Healthcare Quality Improvements","year":2019,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Knowledge management; Service (business); Healthcare service; Value (mathematics); Quality (philosophy); Work (physics); Business; Perspective (graphical); Process (computing); Co-creation; Computer science; Process management; Marketing; Engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001340632,0.0001257959,0.0001529351,0.0003705321,0.0002060697,0.0005915666,0.000481121,0.00004047588,0.00004617043],"category_scores_gemma":[0.0002622592,0.00009811792,0.00002930524,0.001123515,0.00004936288,0.002156984,0.00009078687,0.000146604,0.0000496003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923021,"about_ca_system_score_gemma":0.0004347192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216812,"about_ca_topic_score_gemma":0.0004135959,"domain_scores_codex":[0.9981029,0.00002187468,0.0005316235,0.0002381432,0.0009528248,0.0001526552],"domain_scores_gemma":[0.9905305,0.00004051507,0.0007151754,0.0001776128,0.008511307,0.00002489359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001428221,0.0002840836,0.1298132,0.0005139716,0.0001368815,0.00001470391,0.001885419,0.0003324088,0.02811904,0.8107303,0.0005517449,0.02619004],"study_design_scores_gemma":[0.001128674,0.0001375073,0.9576334,0.0002680818,0.00003197918,0.00007417529,0.005623793,0.0006699789,0.002187749,0.01821701,0.01373555,0.0002921348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7037244,0.00004717871,0.0002634869,0.2929218,0.001491925,0.0002851263,0.000005752857,0.00001287255,0.001247389],"genre_scores_gemma":[0.9725186,0.00001113839,0.0001745988,0.02563449,0.001573904,0.000005965598,0.0000306796,0.00001012953,0.00004048962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8278201,"threshold_uncertainty_score":0.570449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314419498188206,"score_gpt":0.3703396908426659,"score_spread":0.3371954958607838,"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."}}