{"id":"W2125044913","doi":"10.1016/j.ijmedinf.2010.11.004","title":"The IT productivity paradox in health: A stakeholder's perspective","year":2010,"lang":"en","type":"article","venue":"International Journal of Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Ottawa; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Productivity; Health care; Stakeholder; Context (archaeology); Perspective (graphical); Knowledge management; Quality (philosophy); Computer science; Health informatics; Process management; Management science; Business; Public relations; Economics; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01628273,0.0005581311,0.0008162148,0.002922795,0.006734475,0.01380295,0.0019362,0.01371647,0.006989318],"category_scores_gemma":[0.03000031,0.0003901372,0.0005334088,0.004603284,0.01536655,0.02031981,0.007204432,0.00858181,0.0003824702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006193167,"about_ca_system_score_gemma":0.009120197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005663178,"about_ca_topic_score_gemma":0.004504658,"domain_scores_codex":[0.9904868,0.005183601,0.0003066841,0.0006850246,0.0018056,0.001532359],"domain_scores_gemma":[0.9636025,0.02565013,0.001869755,0.0010889,0.004312218,0.003476477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003920262,0.00007284107,0.001530603,0.00007812827,0.00001078298,0.0005452715,0.005135166,0.0004828006,0.0002929158,0.9756477,0.009281521,0.006883138],"study_design_scores_gemma":[0.00005547491,0.00008270839,0.001850996,0.0002837284,0.00001671969,0.0004697472,0.03685872,0.002652669,0.000394533,0.9064894,0.05078927,0.00005615448],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06717154,0.002582517,0.0115062,0.8154396,0.0009006286,0.00002940345,0.00009161398,0.00004109589,0.1022374],"genre_scores_gemma":[0.9677512,0.001576234,0.001320554,0.02491343,0.001197314,0.00003558161,0.00002186691,0.00003434217,0.003149632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01628273,"threshold_uncertainty_score":0.08611232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09479276318606102,"score_gpt":0.4903147023978827,"score_spread":0.3955219392118217,"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."}}