{"id":"W2012221645","doi":"10.2196/mhealth.3799","title":"Mobile Technologies: Expectancy, Usage, and Acceptance of Clinical Staff and Patients at a University Medical Center","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medizinischen Hochschule Hannover; Deutsche Forschungsgemeinschaft","keywords":"Popularity; Context (archaeology); Psychological intervention; Mobile device; Expectancy theory; Test (biology); Mobile technology; Medical education; Family medicine; Exact test; Medicine; Psychology; Computer science; Applied psychology; Nursing; Social psychology; World Wide Web","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":[0.003802296,0.0002145194,0.0003609448,0.001345291,0.0007399981,0.001872007,0.0003986326,0.0007607561,0.003407059],"category_scores_gemma":[0.02602559,0.0002184648,0.0003808605,0.00084343,0.0005911492,0.001091955,0.00128038,0.0009780704,0.0006650761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007553545,"about_ca_system_score_gemma":0.0009595124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619596,"about_ca_topic_score_gemma":0.002464436,"domain_scores_codex":[0.996766,0.001238595,0.0003869786,0.0002183447,0.0009400652,0.0004500986],"domain_scores_gemma":[0.9769026,0.007441038,0.008043877,0.0003868054,0.001759553,0.005466129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152858,0.0002762537,0.989642,0.00005016638,0.00002833546,0.00007314608,0.003399894,0.0000436811,0.0001225873,0.00002238032,0.0003064862,0.005882272],"study_design_scores_gemma":[0.00001013946,0.0005443532,0.9913259,0.00004564921,0.00001777849,0.0002053888,0.007119211,0.0002396995,0.0000718798,0.00002446087,0.0003782106,0.00001738763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990267,0.0001582548,0.00003829198,0.000186621,0.000006181751,0.00001249629,0.00006661262,0.000003553281,0.0005012237],"genre_scores_gemma":[0.9995397,0.0001383994,0.00005847664,0.00007149419,0.0000111483,0.00001585554,0.00005458138,0.000001835066,0.0001084154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003802296,"threshold_uncertainty_score":0.0201087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06120698841060167,"score_gpt":0.4597109390875945,"score_spread":0.3985039506769928,"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."}}