{"id":"W4210775100","doi":"10.2196/33404","title":"Mapping Digital Public Health Interventions Among Existing Digital Technologies and Internet-Based Interventions to Maintain and Improve Population Health in Practice: Protocol for a Scoping Review","year":2022,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leibniz-Gemeinschaft; Freie Hansestadt Bremen","keywords":"Digital health; Psychological intervention; Public health; Health intervention; Health care; eHealth; Medicine; The Internet; Computer science; Nursing; World Wide Web; Political science","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":[0.1026877,0.006156857,0.01431849,0.01848061,0.005405649,0.009249957,0.005916729,0.00992428,0.06805294],"category_scores_gemma":[0.1004911,0.005566617,0.01737604,0.01747041,0.005451048,0.008795672,0.008223515,0.007149563,0.01337859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01916816,"about_ca_system_score_gemma":0.07353696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006894697,"about_ca_topic_score_gemma":0.01226613,"domain_scores_codex":[0.9438561,0.02157261,0.02237525,0.003677753,0.005863999,0.002654216],"domain_scores_gemma":[0.930894,0.02381256,0.01102414,0.006854855,0.02542263,0.001991854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009244679,0.001099087,0.001525813,0.8136448,0.002577147,0.001135526,0.006431002,0.002888457,0.002824466,0.0100142,0.04085736,0.1077575],"study_design_scores_gemma":[0.02416878,0.003756687,0.007619634,0.5520035,0.00657048,0.0006291992,0.008238066,0.001784761,0.004372616,0.01436186,0.375906,0.0005885513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002184388,0.0005276953,0.0009477524,0.0001307033,0.00008855477,0.9961137,0.001547097,0.0000345589,0.0003915191],"genre_scores_gemma":[0.0001756835,0.0004797362,0.002274911,0.00005342242,0.000008233361,0.9966119,0.0002427558,0.000004681931,0.0001486636],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1026877,"threshold_uncertainty_score":0.5430708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6598286215807943,"score_gpt":0.7132184207431387,"score_spread":0.05338979916234443,"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."}}