{"id":"W4409337327","doi":"10.5334/ijic.icic24171","title":"Engaging patients as healthcare partners through the meaningful use of Voxe: A digital patient-reported outcome platform","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Digital health; Outcome (game theory); Medicine; Meaningful use; Integrated care; Nursing; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05000179,0.0005826051,0.0005612072,0.001768015,0.0008021539,0.003378855,0.001204538,0.0009380798,0.005410981],"category_scores_gemma":[0.07563553,0.0003446772,0.001053556,0.001039421,0.001510226,0.003380797,0.006241117,0.001270833,0.000867585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008688222,"about_ca_system_score_gemma":0.002748196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002977015,"about_ca_topic_score_gemma":0.000700825,"domain_scores_codex":[0.9581685,0.03530294,0.002258187,0.000989898,0.002686628,0.0005938861],"domain_scores_gemma":[0.9072555,0.070371,0.006971267,0.007214862,0.004471022,0.003716304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002157769,0.001815824,0.02429403,0.00537655,0.0003349807,0.0004123094,0.019227,0.001670475,0.006506466,0.01067505,0.01739538,0.9101341],"study_design_scores_gemma":[0.005802803,0.02698078,0.1537751,0.01632212,0.001802061,0.003170438,0.02893547,0.01758034,0.0404308,0.07806267,0.6258935,0.00124396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5444838,0.005158009,0.3185175,0.03219819,0.001205063,0.02054071,0.008324107,0.006790114,0.06278259],"genre_scores_gemma":[0.6002873,0.002339778,0.3687575,0.003096852,0.0005113782,0.01731773,0.002318765,0.0003887282,0.004982024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05000179,"threshold_uncertainty_score":0.2644379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184810326469732,"score_gpt":0.4628807403747033,"score_spread":0.2443997077277301,"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."}}