{"id":"W4390957158","doi":"10.5334/ijic.icic23562","title":"The co-development of a mobile navigation app in an integrated care network in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Forming Technologies (Canada); University of Toronto","funders":"","keywords":"Usability; Social network (sociolinguistics); Integrated care; Population; Health care; World Wide Web; Virtual community; The Internet; Social media; Computer science; Nursing; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003606134,0.0004013597,0.0002770593,0.0009956278,0.006163043,0.003070774,0.001278026,0.0007649551,0.004320764],"category_scores_gemma":[0.006560606,0.0003773982,0.0004404927,0.001098757,0.001197652,0.001259713,0.002506627,0.0007739383,0.0009496998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03648301,"about_ca_system_score_gemma":0.1066103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9552916,"about_ca_topic_score_gemma":0.9822562,"domain_scores_codex":[0.997586,0.0004141736,0.0001165553,0.0003083783,0.0009498178,0.0006251255],"domain_scores_gemma":[0.9925554,0.0006197598,0.0001768449,0.0001908279,0.004622106,0.001834941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001200221,0.0022695,0.197463,0.001583934,0.0001225373,0.008262035,0.1330524,0.002553993,0.01595722,0.007096699,0.1321376,0.498301],"study_design_scores_gemma":[0.0004610723,0.002578953,0.2238561,0.001158861,0.0002950181,0.001594916,0.1158729,0.01176892,0.005186019,0.001393255,0.6354197,0.000414453],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8341513,0.001416809,0.0208423,0.01180733,0.0004685703,0.006467754,0.002782633,0.001561547,0.1205018],"genre_scores_gemma":[0.8380163,0.002335215,0.06859903,0.002617988,0.0000690035,0.002312809,0.002490476,0.0003105285,0.08324873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04470837,"threshold_uncertainty_score":0.264704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395418726345587,"score_gpt":0.2701172398246036,"score_spread":0.2561630525611477,"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."}}