{"id":"W4414980161","doi":"10.1177/26320770251359606","title":"Engaging People With Lived Experience in Mental Health Service Co-design in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Prevention and Health Promotion","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"","keywords":"Focus group; Mental health; Qualitative research; Service provider; Service (business); Participant observation; Lived experience; Data collection","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003837865,0.0001252724,0.000386491,0.0002788483,0.000543237,0.000007278296,0.00008310666,0.00005975056,0.0001810396],"category_scores_gemma":[0.000009884493,0.0001081439,0.00001844174,0.0003101143,0.0000101797,0.0002033433,0.00002597541,0.0008014684,0.000001306519],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004008038,"about_ca_system_score_gemma":0.01060545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8421334,"about_ca_topic_score_gemma":0.9957615,"domain_scores_codex":[0.996219,0.001469805,0.001346898,0.0001767497,0.0003260956,0.0004614837],"domain_scores_gemma":[0.9985532,0.00008110816,0.000923499,0.00008991593,0.0001055593,0.0002467032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004888168,0.0006402697,0.8993173,0.00344765,0.00001201051,0.000005019748,0.08567797,0.00005482114,0.00002071978,0.0001787635,0.002176705,0.007979967],"study_design_scores_gemma":[0.006203261,0.002386511,0.9319147,0.01469987,0.000004793957,0.000009917634,0.03957663,0.0005093992,0.00002571036,0.0003712471,0.00414637,0.0001515828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788519,0.0004145979,0.002092665,0.01535494,0.0006645976,0.00231932,0.000004649577,0.000006972307,0.000290342],"genre_scores_gemma":[0.9905206,0.0003993221,0.001305314,0.00695354,0.00002995567,0.00007875749,0.00003916156,0.000008011069,0.0006653659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1536282,"threshold_uncertainty_score":0.9998154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2880588179349666,"score_gpt":0.4700161581964611,"score_spread":0.1819573402614945,"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."}}