{"id":"W2969975371","doi":"","title":"Digital Transformation in Healthcare: Preliminary Results from a Senior Leadership Study.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Health care; Digital transformation; Transformation (genetics); Computer science; Knowledge management; Business; Political science; World Wide Web","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":[0.01866114,0.0004146672,0.0007101721,0.001914552,0.003991518,0.004182913,0.000974262,0.0009641512,0.007452488],"category_scores_gemma":[0.03140611,0.0005613699,0.0008178459,0.002814802,0.001697782,0.003547757,0.003918502,0.003036264,0.002220584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357543,"about_ca_system_score_gemma":0.007723834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007868111,"about_ca_topic_score_gemma":0.02187028,"domain_scores_codex":[0.9924375,0.003792138,0.0004371699,0.0003292535,0.001528681,0.00147528],"domain_scores_gemma":[0.9646178,0.011241,0.004807342,0.001325138,0.008576469,0.009432182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009690592,0.008271621,0.5787663,0.001251912,0.000260825,0.0007091598,0.2705668,0.00008323233,0.0003602087,0.001152216,0.02654543,0.1110631],"study_design_scores_gemma":[0.000320567,0.003347025,0.4241777,0.0007824536,0.0001759323,0.0002779877,0.5507831,0.0002058941,0.0002505069,0.0006222709,0.01898553,0.00007109996],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896709,0.0008101029,0.0002569418,0.003211762,0.0001415551,0.0003206533,0.000345505,0.00001055888,0.005232128],"genre_scores_gemma":[0.9901806,0.001303932,0.0004054899,0.004361768,0.0001207079,0.0004213096,0.0004988633,0.00001663568,0.002690642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866114,"threshold_uncertainty_score":0.09869075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05568395839973515,"score_gpt":0.3085836385217923,"score_spread":0.2528996801220571,"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."}}