{"id":"W4293220613","doi":"10.2196/preprints.36765","title":"Web-Based Co-design in Health Care: Considerations for Renewed Participation (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Ontario College of Art and Design","funders":"","keywords":"Computer science; Web standards; Knowledge management; Web engineering; Health care; Web modeling; World Wide Web; Web service; Web intelligence; Political science","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":[0.07471956,0.0006058299,0.0007775475,0.001306375,0.006097637,0.02205652,0.002344412,0.005967913,0.0141631],"category_scores_gemma":[0.0698643,0.0007153364,0.001086082,0.002051014,0.008765968,0.0115105,0.01003431,0.00634485,0.002557038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004666265,"about_ca_system_score_gemma":0.0159242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044263,"about_ca_topic_score_gemma":0.001828034,"domain_scores_codex":[0.9233534,0.06635536,0.00202502,0.0008945065,0.005772645,0.001599012],"domain_scores_gemma":[0.8867161,0.09208627,0.002218339,0.003556349,0.008188981,0.00723409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001862554,0.0007157863,0.004325462,0.003632975,0.00008735551,0.001360224,0.08165301,0.002718018,0.001036962,0.2976554,0.1246304,0.4819981],"study_design_scores_gemma":[0.0001124618,0.0004131029,0.002754018,0.004828941,0.00006152617,0.0009433207,0.07609441,0.004773875,0.001327853,0.1818307,0.7267388,0.0001211226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0319483,0.03019239,0.2086503,0.6059964,0.008073515,0.002205723,0.00009546142,0.001171425,0.1116665],"genre_scores_gemma":[0.4662923,0.04532785,0.3687196,0.04358061,0.006408979,0.007243396,0.0003133023,0.001073261,0.06104067],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07471956,"threshold_uncertainty_score":0.3951595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085409014596449,"score_gpt":0.381995584481245,"score_spread":0.2734546830216001,"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."}}