{"id":"W2136631324","doi":"10.2196/medinform.2548","title":"Moderating Effects of Voluntariness on the Actual Use of Electronic Health Records for Allied Health Professionals","year":2015,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Voluntariness; Health professionals; Psychology; Health information technology; Health care; Usability; Moderation; Turnover; Health records; Applied psychology; Social psychology; Computer science; Human–computer interaction","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":[0.01575163,0.0005023236,0.0004318041,0.0004715469,0.0007694029,0.001086471,0.0005061117,0.000500148,0.003075662],"category_scores_gemma":[0.05778372,0.0002994065,0.001261746,0.0004197077,0.0007858254,0.0009688354,0.001883486,0.0009746269,0.0001262248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006243364,"about_ca_system_score_gemma":0.001618149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002877084,"about_ca_topic_score_gemma":0.002960748,"domain_scores_codex":[0.9856369,0.01000121,0.001088258,0.001181312,0.001324897,0.0007674138],"domain_scores_gemma":[0.8525991,0.1221985,0.01463441,0.004150273,0.003317772,0.003100036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000609442,0.0002690271,0.9842018,0.0001770448,0.0005544226,0.00008800713,0.003449089,0.0001148769,0.0005664951,0.0002927272,0.00009306813,0.009584147],"study_design_scores_gemma":[0.0000294708,0.0006189127,0.9955785,0.0001084729,0.0003824667,0.00007462014,0.001208445,0.0005780742,0.0006576396,0.0002934708,0.0004552264,0.00001475196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977981,0.0002711494,0.0006637861,0.0001974256,0.00001940683,0.00006539813,0.00007795575,0.000005392773,0.0009014383],"genre_scores_gemma":[0.9990497,0.0000603848,0.0005737888,0.00004645502,0.000009814285,0.00006579189,0.00003818644,0.00000339503,0.0001524668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575163,"threshold_uncertainty_score":0.08330357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111256091712261,"score_gpt":0.4653693807738354,"score_spread":0.3541132890615745,"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."}}