{"id":"W4410336675","doi":"10.2196/69679","title":"Proof of Concept for a Digital Framework to Support a Shared Agenda at Surgical Ward Rounds: Participatory Design Study","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sygehus Lillebælt","keywords":"Preprint; Participatory design; Citizen journalism; Proof of concept; Computer science; Knowledge management; Engineering ethics; Medicine; Process management; Engineering; World Wide Web; Operations management; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.002613663,0.0002964693,0.001392071,0.0005147018,0.0001150003,0.00001397229,0.0002143131,0.0001257298,0.000700398],"category_scores_gemma":[0.002738744,0.0002149365,0.0001864393,0.0005961315,0.0002205247,0.0001950965,0.00007562831,0.0003521615,0.000005325297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003235352,"about_ca_system_score_gemma":0.0008829753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001575491,"about_ca_topic_score_gemma":0.00001349134,"domain_scores_codex":[0.995465,0.0002232747,0.002392563,0.0003224325,0.000974479,0.0006222717],"domain_scores_gemma":[0.9961787,0.001111609,0.0007363959,0.0003978759,0.0008911371,0.0006842196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0261794,0.006256172,0.4304463,0.001969495,0.002805963,0.002082831,0.05854227,0.0005393953,0.001719206,0.0004882249,0.4268249,0.04214581],"study_design_scores_gemma":[0.1253123,0.2524261,0.2189605,0.008893079,0.01195157,0.001374458,0.05959544,0.001691471,0.0345325,0.002027623,0.2817507,0.001484182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416063,0.0006861505,0.04783697,0.005710743,0.0008921801,0.003066404,0.0000439062,0.00003101377,0.0001262705],"genre_scores_gemma":[0.9949278,0.000007668355,0.00156124,0.002011616,0.0007793211,0.0002215284,0.00002418028,0.00003467958,0.0004319355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.24617,"threshold_uncertainty_score":0.8764858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2662240269657488,"score_gpt":0.4835145124007654,"score_spread":0.2172904854350166,"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."}}