{"id":"W3020142660","doi":"10.2196/17704","title":"Barriers and Facilitators to the Adoption of Mobile Health Among Health Care Professionals From the United Kingdom: Discrete Choice Experiment","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; mHealth; Mobile technology; Mobile device; Health professionals; Psychology; Nursing; Medicine; Business; Environmental health; Psychological intervention; Computer science; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002478229,0.0005124038,0.001094567,0.000181299,0.005264418,0.00002730785,0.0005286172,0.0002848817,0.0001230378],"category_scores_gemma":[0.0004421776,0.0003284925,0.00009630086,0.001211734,0.0003393707,0.0001549286,0.0003531643,0.001617259,0.0000439042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005935675,"about_ca_system_score_gemma":0.005365643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02866858,"about_ca_topic_score_gemma":0.003406532,"domain_scores_codex":[0.9909253,0.002979302,0.002417728,0.001081697,0.0007506575,0.001845293],"domain_scores_gemma":[0.990638,0.001731316,0.001578255,0.0009245867,0.0003092835,0.004818598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00137055,0.0001978662,0.2743602,0.01890041,0.00009196409,0.000001387133,0.3796602,0.0001226124,0.00001962542,0.01212185,0.2332847,0.07986853],"study_design_scores_gemma":[0.00220238,0.002113982,0.2454005,0.0009678328,0.00003873762,0.000001196114,0.1250799,0.0003742666,0.000004901111,0.0000572,0.6233863,0.0003728393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7985412,0.01258415,0.0004442863,0.1670479,0.0005385425,0.01933423,0.001270271,0.0001794879,0.00005987452],"genre_scores_gemma":[0.8610128,0.002459157,0.000526219,0.1181973,0.0006907449,0.01653206,0.0004741393,0.000067544,0.00004007195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3901015,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09640746157837314,"score_gpt":0.469232527162458,"score_spread":0.3728250655840848,"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."}}