{"id":"W4404603648","doi":"10.1097/cin.0000000000001230","title":"Applying a Critical Review of an Online Platform for Nurse Practitioner Regulatory Assessment Using a Human Factors Approach","year":2024,"lang":"en","type":"review","venue":"CIN Computers Informatics Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Usability; Computer science; System usability scale; Usability engineering; Context (archaeology); Pluralistic walkthrough; Process management; Process (computing); Knowledge management; Web usability; Human–computer interaction; 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":[0.1203629,0.001459447,0.00295707,0.02785543,0.002794526,0.004582037,0.003934282,0.002892073,0.002744172],"category_scores_gemma":[0.2596092,0.001217709,0.003229484,0.01337528,0.00302634,0.005163619,0.0034321,0.002332396,0.001122263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009801266,"about_ca_system_score_gemma":0.05286309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005987015,"about_ca_topic_score_gemma":0.02297801,"domain_scores_codex":[0.8731089,0.06651363,0.02666008,0.002607125,0.02999828,0.001111949],"domain_scores_gemma":[0.6311485,0.1319536,0.03167557,0.01300735,0.1891141,0.003100861],"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":[0.0002365818,0.0002003276,0.001390998,0.2862517,0.00100648,0.0008369159,0.006899547,0.0003063946,0.00158809,0.005761369,0.05719975,0.6383218],"study_design_scores_gemma":[0.0001197662,0.0006104659,0.003599435,0.480149,0.002053906,0.0007504864,0.004138846,0.0003760846,0.001702779,0.002226324,0.5041246,0.0001482451],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007460376,0.8568121,0.03080796,0.02669399,0.01512836,0.04398839,0.0011795,0.0003035095,0.01762575],"genre_scores_gemma":[0.06695173,0.7586374,0.1110298,0.0131582,0.002775884,0.03900081,0.001138638,0.0001751091,0.007132435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1203629,"threshold_uncertainty_score":0.6365473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3289521776526568,"score_gpt":0.5644956057818883,"score_spread":0.2355434281292315,"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."}}