{"id":"W2002498750","doi":"10.1377/hlthaff.24.5.1364","title":"The Adoption Gap: Health Information Technology In Small Physician Practices","year":2005,"lang":"en","type":"article","venue":"Health Affairs","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Business process reengineering; Workflow; Health information technology; Business; Health care; Patient satisfaction; Process (computing); Process management; Quality (philosophy); Information technology; Quality management; Knowledge management; Operations management; Nursing; Marketing; Medicine; Computer science; Service (business)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006824483,0.0002487792,0.00052474,0.0004851253,0.002096204,0.00002715358,0.0003970453,0.0003449871,0.00002594141],"category_scores_gemma":[0.0008026196,0.0001979784,0.00005014615,0.001132831,0.00007845039,0.000703213,0.00009086952,0.00209488,0.001222173],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003857605,"about_ca_system_score_gemma":0.00686873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864695,"about_ca_topic_score_gemma":0.05160899,"domain_scores_codex":[0.9930125,0.001906689,0.002182924,0.0003303793,0.0003291548,0.002238277],"domain_scores_gemma":[0.9942401,0.0009010755,0.003630408,0.0006605805,0.0001995949,0.000368217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001768234,0.0001618798,0.01203488,0.002325872,0.00001691142,8.998153e-7,0.01283025,0.00008236673,0.000005018408,0.07975885,0.04536675,0.8472395],"study_design_scores_gemma":[0.001148652,0.0004529536,0.003469595,0.0005137063,0.00000209666,0.000006270477,0.03149535,0.001598757,0.000002006566,0.001298312,0.9598323,0.0001800431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02071486,0.007824397,0.001134014,0.924149,0.002238173,0.007932107,0.00002254723,0.000802955,0.03518198],"genre_scores_gemma":[0.9578176,0.007097646,0.002522739,0.02877253,0.00121027,0.001662103,0.00007275022,0.0000606938,0.000783666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9371027,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06471051994546849,"score_gpt":0.4324494468612897,"score_spread":0.3677389269158212,"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."}}