{"id":"W2975589869","doi":"10.2196/15195","title":"Use of Health Apps by Nurses for Professional Purposes: Web-Based Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Nursing; Health care; Workforce; Quality (philosophy); Psychology; Medical education; Health professionals; Medicine; Family medicine","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":[0.003974357,0.0002083661,0.000439048,0.001817766,0.000445191,0.000888758,0.0004369204,0.000705298,0.001861935],"category_scores_gemma":[0.007950546,0.0004303357,0.0004108803,0.001730618,0.0003698508,0.001224653,0.001113387,0.0007390354,0.00110779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007585624,"about_ca_system_score_gemma":0.0009638674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003883786,"about_ca_topic_score_gemma":0.005493577,"domain_scores_codex":[0.9968832,0.001123118,0.0005188902,0.0003107451,0.0008411927,0.0003229041],"domain_scores_gemma":[0.9937037,0.002121154,0.001693066,0.0002411265,0.001533524,0.0007074238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008980514,0.0006054469,0.9838807,0.000266405,0.00004033604,0.000131354,0.00469788,0.00002786008,0.000250779,0.00003177494,0.0007593387,0.009218335],"study_design_scores_gemma":[0.00002699098,0.0005702678,0.9808745,0.0002388894,0.00002707833,0.0003336122,0.01510956,0.000322848,0.0001310854,0.00002759879,0.002319182,0.00001838437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974551,0.0002511229,0.0002719951,0.0001673623,0.00001278765,0.0002185801,0.0006851162,0.000006646342,0.0009312334],"genre_scores_gemma":[0.9957562,0.0007615046,0.0007848793,0.0004924784,0.00002664917,0.0007217145,0.0008154354,0.000008752134,0.0006322247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003974357,"threshold_uncertainty_score":0.02101868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539035857968879,"score_gpt":0.502814334013497,"score_spread":0.3489107482166091,"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."}}