{"id":"W2800544011","doi":"10.1111/hex.12694","title":"Co‐designing for quality: Creating a user‐driven tool to improve quality in youth mental health services","year":2018,"lang":"en","type":"article","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Mental health; Service provider; Quality (philosophy); Nursing; Service (business); Health care; Psychology; Medicine; Psychiatry; Business","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":[0.03254591,0.002219781,0.0007678399,0.00290836,0.001914453,0.005085986,0.002824205,0.00211535,0.006940084],"category_scores_gemma":[0.07923474,0.001149136,0.00185993,0.00110995,0.003143077,0.005967718,0.008237294,0.002000864,0.002354186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001921521,"about_ca_system_score_gemma":0.002684789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006087199,"about_ca_topic_score_gemma":0.001088733,"domain_scores_codex":[0.9702417,0.02330172,0.001234096,0.001886621,0.002207641,0.001128138],"domain_scores_gemma":[0.9174892,0.06220751,0.002863134,0.007775349,0.005013755,0.004651023],"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":[0.00240841,0.003764198,0.03291472,0.007640463,0.0003181723,0.002061739,0.3315535,0.002946804,0.04309616,0.008012331,0.02951333,0.5357702],"study_design_scores_gemma":[0.004004691,0.01583554,0.06718161,0.009123874,0.001378156,0.006769843,0.158134,0.04909701,0.05989755,0.05038368,0.5767718,0.001422283],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.378207,0.0009115111,0.5663399,0.004160434,0.0005587164,0.01088446,0.001197115,0.0153918,0.02234909],"genre_scores_gemma":[0.3692235,0.0003634049,0.6134986,0.001303154,0.0001020885,0.008104818,0.000807394,0.001703414,0.004893558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03254591,"threshold_uncertainty_score":0.1721213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2846568431797514,"score_gpt":0.5299079891466854,"score_spread":0.2452511459669339,"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."}}