{"id":"W2891636240","doi":"","title":"Digital Transformation Strategies for Healthcare Providers: Perspectives from Senior Leadership","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Health care; Digital transformation; Transformation (genetics); Knowledge management; Business; Computer science; Political science; World Wide Web; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000807263,0.0001074037,0.0001828059,0.0002227806,0.0003294198,0.001915564,0.0002323762,0.00007494008,0.000004855028],"category_scores_gemma":[0.0002569037,0.00007661214,0.0002194297,0.0001758144,0.00002037542,0.009249992,0.00001839079,0.00008216655,0.00004460408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720013,"about_ca_system_score_gemma":0.00005443337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000479438,"about_ca_topic_score_gemma":0.00002772436,"domain_scores_codex":[0.9985737,0.00001393083,0.0006946569,0.00005768291,0.0004779391,0.0001821262],"domain_scores_gemma":[0.9963271,0.00009015942,0.002036855,0.00009736441,0.001437113,0.00001142973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001475163,0.0002826693,0.02019821,0.005205583,0.001830264,3.703264e-7,0.114081,0.00424786,0.0001085225,0.5908251,0.2369018,0.02484351],"study_design_scores_gemma":[0.001753434,0.00007981151,0.002541562,0.0001875546,0.000114225,0.000001111575,0.1975928,0.004553095,0.00001700493,0.002329229,0.7906705,0.0001596895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5697967,0.0008992602,0.1509753,0.08269931,0.01747517,0.01658387,0.00087391,0.0005195385,0.160177],"genre_scores_gemma":[0.996298,0.00000160263,0.00003031635,0.0006070242,0.00236947,0.00003350036,0.00005067919,0.000009042061,0.0006003587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5884959,"threshold_uncertainty_score":0.9991205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901121510746294,"score_gpt":0.2490644630303092,"score_spread":0.2100532479228462,"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."}}