{"id":"W4407753664","doi":"10.3233/shti250007","title":"The Emergent Role of Digital Navigators: Case Examples","year":2025,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Key (lock); Digital health; Psychological intervention; Foundation (evidence); Computer science; Health care; Knowledge management; Data science; Process management; Business; Medicine; Political science; Computer security; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00282606,0.000938112,0.0004457584,0.002257812,0.007344825,0.004327788,0.001942696,0.007189427,0.006438176],"category_scores_gemma":[0.01472841,0.0003930003,0.000747776,0.002672996,0.006395992,0.006043396,0.007528645,0.004064843,0.001532159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773707,"about_ca_system_score_gemma":0.001831379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004592508,"about_ca_topic_score_gemma":0.01133413,"domain_scores_codex":[0.9960027,0.002457402,0.0002142567,0.0002539218,0.0004137002,0.0006579882],"domain_scores_gemma":[0.990805,0.006480037,0.0005991643,0.0004626165,0.0003707337,0.001282442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.000258084,0.0005670594,0.0329261,0.001402186,0.0000457392,0.4151128,0.3230827,0.001221852,0.001070575,0.1276109,0.02482911,0.07187299],"study_design_scores_gemma":[0.00005130013,0.0002180835,0.004728466,0.002231278,0.00005840344,0.3854938,0.2513654,0.001768837,0.001336514,0.03630394,0.3163159,0.0001280552],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7425765,0.01902678,0.03729248,0.03594077,0.0008685486,0.00054137,0.0005723203,0.0003333371,0.1628479],"genre_scores_gemma":[0.9467998,0.01379784,0.01409071,0.003201578,0.0003430379,0.0003414186,0.0001641375,0.000111151,0.02115043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007344825,"threshold_uncertainty_score":0.02153784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05245565444150165,"score_gpt":0.4629228810915044,"score_spread":0.4104672266500027,"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."}}