{"id":"W3120073104","doi":"10.1186/s40900-020-00247-w","title":"Engaging a person with lived experience of mental illness in a collaborative care model feasibility study","year":2021,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Centre for Addiction and Mental Health","funders":"Medical Psychiatry Alliance","keywords":"Mental health; Nursing; Variety (cybernetics); Health care; Psychology; Lived experience; Mental illness; Collaborative Care; Medicine; Medical education; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004831713,0.0002245464,0.0003911131,0.0002585575,0.001669454,0.00002238938,0.0001877826,0.00007108078,0.0001760348],"category_scores_gemma":[0.00008971019,0.0001861258,0.00002943447,0.000817897,0.0001812667,0.0001737213,0.0004574725,0.00102562,0.000006268591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065149,"about_ca_system_score_gemma":0.001003471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120482,"about_ca_topic_score_gemma":0.00519078,"domain_scores_codex":[0.9925556,0.003875247,0.0006497281,0.0006797519,0.001326459,0.0009132203],"domain_scores_gemma":[0.9978759,0.0004206722,0.0001455298,0.0004504812,0.0008121615,0.0002952128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004662178,0.001174924,0.4794769,0.001511562,0.00003053794,0.00002354919,0.5154554,0.00005811076,0.0005633649,0.00017726,0.00008671006,0.0009754988],"study_design_scores_gemma":[0.004512458,0.001418533,0.02045566,0.00111061,0.00001065718,1.261338e-7,0.9683589,0.002001814,0.001511523,0.00004905836,0.0003760519,0.0001946639],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990311,0.001007736,0.00004746073,0.0001535951,0.0001237621,0.005717453,0.00005442265,0.00001917386,0.002565415],"genre_scores_gemma":[0.9963982,0.0003934473,0.0006320867,0.0001684499,0.00002966098,0.001879661,0.0001317802,0.00002037692,0.0003463439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4590212,"threshold_uncertainty_score":0.9996302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6023568156926412,"score_gpt":0.5420588464570856,"score_spread":0.06029796923555564,"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."}}