{"id":"W4309889984","doi":"10.1177/08404704221134533","title":"Personal digital technology use among practicing Registered Nurses and Registered Practical Nurses","year":2022,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College; Western University","funders":"","keywords":"Health care; Nursing; Work (physics); Psychology; Medicine; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00174318,0.0001124782,0.0002473524,0.0006128694,0.0008296691,0.001571913,0.0003631832,0.0005723384,0.0021701],"category_scores_gemma":[0.008848865,0.0002342196,0.0002147376,0.0005665548,0.000469203,0.001054965,0.001054261,0.00038036,0.0003475924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009828737,"about_ca_system_score_gemma":0.001463205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072881,"about_ca_topic_score_gemma":0.05605504,"domain_scores_codex":[0.9982086,0.0005856449,0.0002247503,0.0002152481,0.0005924382,0.0001731588],"domain_scores_gemma":[0.9934767,0.003061473,0.001800523,0.0002533058,0.0008198331,0.0005882584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001444608,0.0002677797,0.7432948,0.0001983295,0.0000234386,0.0005938723,0.1877093,0.00004215103,0.001303233,0.0001473834,0.0006845103,0.06559077],"study_design_scores_gemma":[0.00002412584,0.0007859916,0.7038785,0.0003381798,0.00003048655,0.001274594,0.2845621,0.0002960762,0.0003518293,0.00009507428,0.008318099,0.00004488884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984168,0.0001693407,0.00006674264,0.000115356,0.000004441232,0.00001417572,0.00003663615,0.000002052127,0.001174481],"genre_scores_gemma":[0.9974467,0.0005434666,0.0002950583,0.0001657185,0.000006811038,0.00003969085,0.00005015093,0.000003284908,0.001449239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072881,"threshold_uncertainty_score":0.04121631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027656736643574,"score_gpt":0.4433950230527275,"score_spread":0.3406293493883701,"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."}}