{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01162949,0.0006342675,0.0008309238,0.0003393497,0.001119852,0.001919531,0.0007408013,0.001733641,0.004832702],"category_scores_gemma":[0.02079918,0.0008368782,0.0008596501,0.0003761879,0.001338117,0.000800735,0.001273429,0.001205193,0.0005107613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00184692,"about_ca_system_score_gemma":0.002470848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00945987,"about_ca_topic_score_gemma":0.01197766,"domain_scores_codex":[0.9907039,0.006599806,0.0007659307,0.0005631122,0.0005514388,0.0008159265],"domain_scores_gemma":[0.9667923,0.02505635,0.004095206,0.0013744,0.001151641,0.001530151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09284355,0.1507357,0.536081,0.002601259,0.000879279,0.002015025,0.1009826,0.009171848,0.03349051,0.002989042,0.002815052,0.06539527],"study_design_scores_gemma":[0.02510596,0.2582987,0.5897009,0.0006351997,0.0009147016,0.0005295694,0.05579777,0.04161821,0.01487531,0.003747673,0.008261886,0.0005140718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987175,0.00001245479,0.00023589,0.00005864139,0.000004508986,0.0006500783,0.00005802456,0.000002510902,0.000260214],"genre_scores_gemma":[0.990965,0.00006231944,0.003064773,0.000231101,0.00001194308,0.00453495,0.0001177914,0.000002487764,0.001009543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162949,"threshold_uncertainty_score":0.06150335,"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."}}