{"id":"W3203623334","doi":"10.2196/33413","title":"Persuasive Design Solutions for a Sustainable Workforce: Review of Persuasive Apps for Real-Time Capability Support for Rural Health Care Professionals","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"nib Foundation","keywords":"Workforce; Credibility; mHealth; Persuasion; Psychology; Health care; Persuasive technology; Applied psychology; Knowledge management; Computer science; Nursing; Psychological intervention; Medicine; Social psychology","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":[0.006553468,0.001202057,0.001587289,0.007967073,0.000636928,0.002132601,0.001551557,0.002092612,0.003092756],"category_scores_gemma":[0.02108254,0.0007103846,0.001942772,0.00383252,0.0008671895,0.002956547,0.001480567,0.001841974,0.0008653079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009362783,"about_ca_system_score_gemma":0.003483788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930525,"about_ca_topic_score_gemma":0.003353678,"domain_scores_codex":[0.9964314,0.001345472,0.0009452198,0.0002715968,0.0008983331,0.0001079909],"domain_scores_gemma":[0.9621764,0.03347882,0.001465139,0.0003432368,0.002280191,0.0002561012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009745985,0.00008933547,0.0003683425,0.1571403,0.0002371236,0.0001512315,0.001438098,0.0002491831,0.0007100204,0.001793381,0.007366523,0.830359],"study_design_scores_gemma":[0.00009268874,0.0005131121,0.004792849,0.3702422,0.001979516,0.001818711,0.001545825,0.0007487063,0.001402359,0.003625548,0.6131344,0.0001040648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001014318,0.9949831,0.001212747,0.0009351363,0.000320003,0.0001472989,0.00004931407,0.00004122235,0.001296854],"genre_scores_gemma":[0.006990153,0.9866426,0.004323966,0.0007908235,0.0002123961,0.0003449749,0.0000987824,0.00002491128,0.0005713339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007967073,"threshold_uncertainty_score":0.03465849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583302304163275,"score_gpt":0.5325611953488752,"score_spread":0.3742309649325478,"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."}}