{"id":"W4407539312","doi":"10.1111/epi.18288","title":"Clinical effectiveness, feasibility, acceptability, and usability of mobile health applications for epilepsy: A systematic review","year":2025,"lang":"en","type":"review","venue":"Epilepsia","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada); University of Calgary","funders":"National Cancer Institute","keywords":"Usability; Checklist; Medicine; Consolidated Standards of Reporting Trials; Randomized controlled trial; Interquartile range; MEDLINE; Systematic review; Protocol (science); Quality Score; System usability scale; Critical appraisal; Family medicine; Physical therapy; Psychology; Alternative medicine; Internal medicine; Web usability; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0309967,0.001749324,0.009732027,0.007894666,0.0009594525,0.00405546,0.001965868,0.002332708,0.003290565],"category_scores_gemma":[0.1257107,0.001413629,0.01413931,0.007897083,0.001407488,0.003356883,0.001946138,0.001725049,0.0002773622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004801007,"about_ca_system_score_gemma":0.01472978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005082643,"about_ca_topic_score_gemma":0.01601441,"domain_scores_codex":[0.9673514,0.01468324,0.01021415,0.001310158,0.005963189,0.0004779802],"domain_scores_gemma":[0.890249,0.08502851,0.01460197,0.001294746,0.008113635,0.0007120894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004897857,0.00004298981,0.001220334,0.9436988,0.01690205,0.00006185858,0.0002676773,0.00007341518,0.000136858,0.0001230586,0.0005715222,0.03641164],"study_design_scores_gemma":[0.001042004,0.0007453802,0.00699006,0.8217549,0.1597761,0.0003221061,0.0004630586,0.0002016898,0.0003333933,0.0003062425,0.007992776,0.00007227305],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004073113,0.99303,0.0003399481,0.0003880486,0.0001267655,0.001381772,0.0002837022,0.00001312078,0.0003634999],"genre_scores_gemma":[0.0600847,0.9335087,0.002128172,0.0007241921,0.0001607142,0.002979315,0.0002613965,0.00001173851,0.0001411984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0309967,"threshold_uncertainty_score":0.1639282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273145818765727,"score_gpt":0.5692995836672506,"score_spread":0.4419850017906779,"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."}}