{"id":"W4251193112","doi":"10.2196/34013","title":"Exploring the Equity Impact of Current Digital Health Design Practices: Protocol for a Scoping Review","year":2022,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital health; Health equity; Equity (law); Protocol (science); Computer science; Business; Health care; Medicine; Political science; Public health; Nursing; Alternative medicine; Economic growth; Economics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1402072,0.006005084,0.01137666,0.01598579,0.006149555,0.008822089,0.005887833,0.01154562,0.09719776],"category_scores_gemma":[0.1348612,0.006383682,0.01531301,0.0142429,0.006242841,0.01019679,0.008374159,0.01001277,0.02336854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01526717,"about_ca_system_score_gemma":0.07226154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004572987,"about_ca_topic_score_gemma":0.008789867,"domain_scores_codex":[0.9305025,0.0302827,0.02369412,0.004641237,0.007517021,0.003362454],"domain_scores_gemma":[0.8833213,0.04008514,0.01791635,0.01381062,0.04002894,0.004837584],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01694534,0.002268866,0.001951197,0.6594242,0.00192153,0.002707957,0.01403411,0.004360211,0.006480779,0.02331589,0.1236627,0.1429273],"study_design_scores_gemma":[0.02867172,0.004103831,0.006276236,0.3821638,0.002406112,0.001038228,0.007978772,0.002325388,0.004057136,0.02687427,0.5333496,0.0007548392],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001584039,0.0003303647,0.001042545,0.0002068174,0.0001542584,0.9963359,0.001303438,0.00004335351,0.0004250112],"genre_scores_gemma":[0.0001211206,0.0002577684,0.002324565,0.00009395481,0.00001279581,0.9968369,0.0001915322,0.000004225445,0.0001571168],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8597928,"threshold_uncertainty_score":0.7414952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9707872661328208,"score_gpt":0.82100534340276,"score_spread":0.1497819227300609,"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."}}