{"id":"W4293162701","doi":"10.1111/hex.13586","title":"Embedding lived experience into mental health academic research organizations: Critical reflections","year":2022,"lang":"en","type":"article","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Lived experience; Mental health; Relevance (law); Psychology; Value (mathematics); Medical education; Stigma (botany); Public relations; Sociology; Medicine; Political science; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1725504,0.001637192,0.001504471,0.003896103,0.05531897,0.03943462,0.0083854,0.01540338,0.003587867],"category_scores_gemma":[0.1637134,0.001463461,0.00203783,0.003130406,0.1203021,0.03672424,0.04059592,0.04231253,0.0007586877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03108916,"about_ca_system_score_gemma":0.03502403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006236352,"about_ca_topic_score_gemma":0.008771489,"domain_scores_codex":[0.7558385,0.2199606,0.003275095,0.003550894,0.00730443,0.01007045],"domain_scores_gemma":[0.7171241,0.2284386,0.009520267,0.008406819,0.02224454,0.01426571],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001704061,0.00003512981,0.000257146,0.0001713998,0.000006060711,0.0007440455,0.959631,0.00003593513,0.00007953768,0.03273099,0.003317792,0.002973904],"study_design_scores_gemma":[0.000005329757,0.00001622771,0.00009468145,0.0004949541,0.000005072031,0.0002703152,0.964267,0.00004573364,0.0001087956,0.005303015,0.02937133,0.0000174696],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1877304,0.01700963,0.03290828,0.6860069,0.0130938,0.001378835,0.0001110862,0.0002051901,0.06155599],"genre_scores_gemma":[0.9376796,0.008086977,0.008509113,0.03645489,0.002015971,0.001083464,0.00003391224,0.0001883342,0.005947798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8274497,"threshold_uncertainty_score":0.9125444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5488398272988726,"score_gpt":0.6478743610975023,"score_spread":0.0990345337986297,"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."}}