{"id":"W2797381554","doi":"10.1097/cin.0000000000000437","title":"Psychometric Properties of the Canadian Nurse Informatics Competency Assessment Scale","year":2018,"lang":"en","type":"article","venue":"CIN Computers Informatics Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Lawrence College; University of Alberta","funders":"","keywords":"Informatics; Health informatics; Exploratory factor analysis; Scale (ratio); Nursing; Medicine; Medical education; Psychology; Knowledge management; Computer science; Psychometrics; Public health; Clinical psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001546933,0.0002528568,0.000486343,0.0006588309,0.002069385,0.00004914857,0.0008123555,0.0002623218,0.00003659002],"category_scores_gemma":[0.00009371358,0.0001804725,0.0001017856,0.001397489,0.0004444036,0.0003819655,0.00006856608,0.0009858616,0.0001425265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500637,"about_ca_system_score_gemma":0.005409632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007421044,"about_ca_topic_score_gemma":0.02165745,"domain_scores_codex":[0.99558,0.0003061061,0.002201561,0.0001019522,0.0006603787,0.001150031],"domain_scores_gemma":[0.9968048,0.0001697872,0.001144118,0.0008358992,0.0006611433,0.0003843021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006998248,0.000336595,0.164853,0.008883088,0.0002042995,4.548336e-7,0.4965196,0.0004521217,0.000152812,0.01395385,0.1361445,0.1784297],"study_design_scores_gemma":[0.005849741,0.001560526,0.1202642,0.03821649,0.0002016876,0.000098898,0.110083,0.573533,0.0009165967,0.001732622,0.1457199,0.001823268],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7007215,0.0002349229,0.03966766,0.003799102,0.01720776,0.004512292,0.00002403788,0.0002183832,0.2336143],"genre_scores_gemma":[0.9760137,0.00001098027,0.02063885,0.002659753,0.0004070849,0.00003918086,0.000007016426,0.00002919486,0.0001942401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5730809,"threshold_uncertainty_score":0.9992298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011298100899456,"score_gpt":0.390462463562607,"score_spread":0.3403494825536124,"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."}}