{"id":"W4223569431","doi":"10.2196/32696","title":"Interaction Empowerment in Mobile Health: Concepts, Challenges, and Perspectives","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"mHealth; Empowerment; Context (archaeology); Health care; Digital health; Knowledge management; Digitization; Internet privacy; Computer science; Political science; Telecommunications","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":[0.011155,0.0009793264,0.0007439528,0.003419035,0.005435121,0.01345979,0.001805442,0.003925002,0.00396391],"category_scores_gemma":[0.005410645,0.000366268,0.0006843859,0.002335237,0.04978953,0.01768778,0.01209996,0.006893473,0.0005140158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00482732,"about_ca_system_score_gemma":0.004352126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664694,"about_ca_topic_score_gemma":0.001751396,"domain_scores_codex":[0.9895639,0.007819412,0.0002120073,0.0006751773,0.0009805824,0.0007488785],"domain_scores_gemma":[0.9902492,0.007647543,0.0004529673,0.0003785259,0.0006136415,0.0006582118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003097342,0.00004768149,0.00116786,0.0005346579,0.0000119372,0.0002835601,0.05144097,0.0001892531,0.0001951603,0.8985533,0.004493194,0.04305143],"study_design_scores_gemma":[0.00002803538,0.0001401686,0.001768598,0.003192948,0.00002319582,0.001426978,0.1239458,0.001007503,0.0004579632,0.5478258,0.3201112,0.00007177351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04765689,0.1566971,0.07437784,0.4394217,0.003919416,0.0002577351,0.0001291239,0.0001835675,0.2773568],"genre_scores_gemma":[0.8475258,0.0865914,0.02158688,0.02544193,0.005138452,0.0007199178,0.00008159176,0.0001316109,0.01278253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01345979,"threshold_uncertainty_score":0.05899394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122130939199371,"score_gpt":0.4923619905624749,"score_spread":0.3702310513631039,"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."}}