{"id":"W2800489730","doi":"10.2196/medinform.9299","title":"An Early Model for Value and Sustainability in Health Information Exchanges: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health information exchange; eHealth; Sustainability; Value (mathematics); Relative value; Information exchange; Value proposition; Qualitative research; Knowledge management; Grounded theory; Business; Health care; Marketing; Computer science; Health information; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04632155,0.0008079019,0.0005181311,0.002280129,0.008631193,0.006174807,0.00216722,0.002007758,0.003450727],"category_scores_gemma":[0.04980865,0.0007096268,0.0008047716,0.001911248,0.01201936,0.01335467,0.006617311,0.003827075,0.0002559874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01465419,"about_ca_system_score_gemma":0.01047969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005659133,"about_ca_topic_score_gemma":0.005505944,"domain_scores_codex":[0.9647379,0.03009911,0.0006225083,0.0009883423,0.002006224,0.001545868],"domain_scores_gemma":[0.9268033,0.06371472,0.002133089,0.001681864,0.004404305,0.001262731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003997684,0.0001310423,0.005132492,0.0002002225,0.000007501633,0.0003821729,0.9487664,0.0003378695,0.0005302922,0.0329632,0.0006093018,0.01089952],"study_design_scores_gemma":[0.00001276149,0.00006045784,0.001016957,0.000385865,0.000009142882,0.000192067,0.9758579,0.00243018,0.0006599178,0.01131118,0.008044925,0.00001869844],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708524,0.0003620428,0.08623569,0.01096163,0.00007740484,0.00221836,0.000337202,0.0000739163,0.02888123],"genre_scores_gemma":[0.9815744,0.0001702221,0.01556172,0.0004403098,0.000006765837,0.0007864779,0.00007221058,0.00002055628,0.001367245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04632155,"threshold_uncertainty_score":0.2449747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08077077795176024,"score_gpt":0.5437420881054134,"score_spread":0.4629713101536531,"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."}}