{"id":"W4404948650","doi":"10.2196/63015","title":"Value Cocreation and Codestruction in Digital Health Services: Protocol for a Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Aalto-Yliopisto","keywords":"Preprint; Protocol (science); Value (mathematics); Digital health; Co-creation; Computer science; Knowledge management; Medicine; Internet privacy; World Wide Web; Health care; Political science; Alternative medicine","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":[0.1193553,0.007504211,0.01978946,0.01628083,0.005738898,0.0091921,0.005146369,0.009288838,0.08063645],"category_scores_gemma":[0.1378311,0.006850558,0.01781132,0.01654134,0.007478641,0.01128634,0.006229644,0.009933116,0.01240001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01883789,"about_ca_system_score_gemma":0.08292526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006569251,"about_ca_topic_score_gemma":0.01309559,"domain_scores_codex":[0.9191694,0.0366746,0.02603388,0.005653039,0.008890531,0.003578498],"domain_scores_gemma":[0.901683,0.03759471,0.01740838,0.01138986,0.02821119,0.003712853],"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":[0.009470494,0.0005123579,0.0007828827,0.8767568,0.002723395,0.0008646027,0.004383018,0.001639814,0.002341484,0.009216467,0.04593348,0.04537534],"study_design_scores_gemma":[0.05778095,0.002905464,0.006289115,0.574681,0.007882279,0.0008174147,0.00557706,0.002637212,0.004342762,0.02785884,0.308211,0.001016902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001867282,0.0007529011,0.001119881,0.0002629806,0.0002572839,0.9949639,0.00207587,0.00006639129,0.0003141213],"genre_scores_gemma":[0.0001663928,0.0003062064,0.001832798,0.00007369588,0.00001446329,0.997305,0.0001738186,0.000005935286,0.0001215929],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1193553,"threshold_uncertainty_score":0.6312184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.321101621633081,"score_gpt":0.5848111766619887,"score_spread":0.2637095550289077,"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."}}