{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004749983,0.0004369332,0.001726707,0.001141679,0.000204185,0.001710893,0.0004589991,0.0002110776,0.00001670764],"category_scores_gemma":[0.0002324641,0.000312221,0.000171312,0.002906759,0.00004382986,0.001584091,0.000296069,0.0006466543,0.0002501801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264608,"about_ca_system_score_gemma":0.000316113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007861033,"about_ca_topic_score_gemma":0.00002475384,"domain_scores_codex":[0.9962345,0.0001604459,0.001547324,0.0007760439,0.000728787,0.0005528502],"domain_scores_gemma":[0.9977118,0.0001554352,0.0008531223,0.000592372,0.0006611331,0.00002608978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002631453,0.00007938402,0.000001338778,0.9229503,0.00002321838,0.000002004911,0.00001970702,4.635558e-8,3.074404e-8,0.006411105,0.00364977,0.06683678],"study_design_scores_gemma":[0.0002258657,0.00004905349,3.24524e-7,0.5097063,0.00002641055,0.000005532408,0.00002094493,0.00003862568,2.653138e-8,0.002469042,0.4873204,0.0001375114],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[1.189612e-8,0.1565911,0.00000538111,0.0006551255,0.000008694677,0.8423252,0.00001846028,0.00009987833,0.0002961487],"genre_scores_gemma":[9.086992e-9,0.06129568,0.00002811351,0.0007334723,0.0006967359,0.9365718,0.0003847049,0.00009558873,0.0001939313],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4836706,"threshold_uncertainty_score":0.999933,"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."}}