{"id":"W2752621721","doi":"10.2196/medinform.7476","title":"Health Information Technology (HIT) Adaptation: Refocusing on the Journey to Successful HIT Implementation","year":2017,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Health information technology; Timeline; Sociotechnical system; Adaptation (eye); Generalizability theory; Process management; Computer science; Incentive; Health care; Certification; Knowledge management; Quality (philosophy); Business; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02346222,0.0006675247,0.0007596344,0.002273991,0.004447149,0.01037473,0.001755046,0.002657278,0.004854199],"category_scores_gemma":[0.07287573,0.0005082912,0.0008117859,0.003305301,0.004830084,0.01498005,0.009863464,0.005823177,0.001185184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005190831,"about_ca_system_score_gemma":0.02322886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009556555,"about_ca_topic_score_gemma":0.01078891,"domain_scores_codex":[0.9800754,0.01178552,0.001435271,0.00110977,0.003300949,0.002293126],"domain_scores_gemma":[0.9578727,0.01863989,0.005294079,0.002907888,0.007288842,0.007996581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002119953,0.001289787,0.1489389,0.002005171,0.0001290233,0.0008726706,0.09418117,0.001490569,0.001440183,0.03605818,0.01848957,0.6948928],"study_design_scores_gemma":[0.00007945872,0.002496327,0.326378,0.006436654,0.00022983,0.002267597,0.3756911,0.008328704,0.00636932,0.07869463,0.1924946,0.0005338526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7017561,0.01370751,0.03138609,0.2072931,0.0008625035,0.0007341718,0.0003438183,0.0009365521,0.04298016],"genre_scores_gemma":[0.9618935,0.007017042,0.02294233,0.004473832,0.0001624999,0.0002547137,0.0002475904,0.0001199935,0.002888506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02346222,"threshold_uncertainty_score":0.1240816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09933253506143919,"score_gpt":0.5038482838717638,"score_spread":0.4045157488103246,"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."}}