{"id":"W4307684407","doi":"10.1177/08404704221131921","title":"Physician engagement strategies in health information system implementations","year":2022,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Implementation; Allegiance; Health care; Health informatics; Knowledge management; Healthcare system; Computer science; Information system; Medical education; Public relations; Medicine; Engineering; Political science; Software engineering","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":[0.05866477,0.000537478,0.00032974,0.002352827,0.007740396,0.01001591,0.002006646,0.004900499,0.01256007],"category_scores_gemma":[0.1588715,0.0006942383,0.0004545492,0.001756966,0.003934809,0.008872684,0.01631643,0.0035057,0.001550687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005875914,"about_ca_system_score_gemma":0.0154582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788585,"about_ca_topic_score_gemma":0.002822429,"domain_scores_codex":[0.8973032,0.08279505,0.002169591,0.002091068,0.008180359,0.007460595],"domain_scores_gemma":[0.8932499,0.07249244,0.009885074,0.002768616,0.006126611,0.01547732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001055286,0.005704643,0.08818898,0.001207763,0.0001688593,0.001576475,0.1693565,0.002256723,0.003110933,0.09607121,0.03135534,0.5999473],"study_design_scores_gemma":[0.001523038,0.01167837,0.1197507,0.003863993,0.0002478357,0.002010203,0.4102478,0.01943913,0.007017553,0.1105938,0.3133524,0.0002751016],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217965,0.001256958,0.02333034,0.08308161,0.0004082344,0.001829916,0.00006258791,0.0003484127,0.1678855],"genre_scores_gemma":[0.9845001,0.0002818517,0.00634629,0.003115281,0.00007945671,0.0005605647,0.00003742938,0.00003514875,0.005043861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05866477,"threshold_uncertainty_score":0.3102527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05282284746377462,"score_gpt":0.4241881012241173,"score_spread":0.3713652537603427,"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."}}