{"id":"W2990917832","doi":"","title":"Usability problems do not heal by themselves: National survey on physicians' experiences with EHRs in Finland","year":2017,"lang":"en","type":"article","venue":"STM:n Hallinnonalan avoin julkaisuarkisto (Julkari)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Usability; System usability scale; Scale (ratio); Focus group; Data collection; Health care; Rating scale; Medicine; Medical education; Psychology; Family medicine; Nursing; Web usability; Computer science; Business; Geography; Marketing; Human–computer interaction","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":[0.004723032,0.0002196928,0.0004476946,0.001490074,0.0008581088,0.001294192,0.0004674051,0.0009588755,0.001323896],"category_scores_gemma":[0.0151005,0.0004275976,0.0006424069,0.001641524,0.0008362293,0.00111875,0.001468329,0.0006043894,0.0002551482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371232,"about_ca_system_score_gemma":0.00159768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041204,"about_ca_topic_score_gemma":0.008563179,"domain_scores_codex":[0.9950016,0.001705741,0.001004538,0.0004230303,0.001277362,0.0005877464],"domain_scores_gemma":[0.9819329,0.007759072,0.006720931,0.0003841857,0.001672221,0.00153057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006984486,0.00007971788,0.9776374,0.0001158868,0.00004243146,0.0003329934,0.01614779,0.0000518479,0.0005288293,0.00001915274,0.0002864871,0.004687678],"study_design_scores_gemma":[0.000005435485,0.0001952916,0.9804476,0.00004645412,0.00001248569,0.0003491224,0.01819453,0.00008661558,0.0001187948,0.000009590181,0.000518106,0.00001598346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990385,0.0001882685,0.00003632937,0.0001338216,0.00000323992,0.00001196082,0.0001263758,0.000001722792,0.0004598928],"genre_scores_gemma":[0.9994253,0.0001842988,0.00006550728,0.0000844105,0.000005782747,0.00001822827,0.000115853,0.00000118498,0.00009948112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01041204,"threshold_uncertainty_score":0.02497804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023912462870025,"score_gpt":0.4310579100868038,"score_spread":0.3286666637998013,"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."}}