{"id":"W2114250081","doi":"10.1186/1748-5908-6-45","title":"Target for improvement: a cluster randomised trial of public involvement in quality-indicator prioritisation (intervention development and study protocol)","year":2011,"lang":"en","type":"article","venue":"Implementation Science","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Cégep de l'Abitibi Témiscamingue; Université de Montréal","funders":"Agency for Healthcare Research and Quality; Université de Montréal; Institut National de Santé Publique du Québec; McMaster University; Canadian Health Services Research Foundation; McGill University","keywords":"Public health; Medicine; Quality (philosophy); Context (archaeology); Intervention (counseling); Protocol (science); Quality management; Health services research; Health administration; Nursing; Business; Alternative medicine; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02586149,0.005342152,0.008126773,0.002401145,0.002688017,0.003272096,0.00371872,0.008857509,0.04862711],"category_scores_gemma":[0.03405281,0.002914385,0.004394802,0.00214555,0.004269669,0.004107641,0.003483208,0.006112966,0.005851533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004171561,"about_ca_system_score_gemma":0.01339167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002525786,"about_ca_topic_score_gemma":0.003209218,"domain_scores_codex":[0.9742658,0.01533419,0.00237715,0.003421638,0.002172544,0.002428677],"domain_scores_gemma":[0.9861702,0.005835088,0.002820072,0.001758995,0.001432655,0.00198299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9383758,0.01446496,0.0005167528,0.008864575,0.001205502,0.00006412264,0.0004868572,0.0009816734,0.0005390676,0.001452497,0.004619875,0.0284282],"study_design_scores_gemma":[0.9802142,0.01609675,0.0004821585,0.0003613407,0.000286952,0.000009516769,0.00003354004,0.0004330355,0.0001574283,0.0006172974,0.001284488,0.00002338207],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04694538,0.001165121,0.005944886,0.001304046,0.001269266,0.9376058,0.002160236,0.0006607989,0.002944483],"genre_scores_gemma":[0.0290302,0.0002109051,0.006369229,0.0005180856,0.0001055289,0.9627639,0.0001820932,0.00001674932,0.0008033221],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04862711,"threshold_uncertainty_score":0.1626739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5046199307081779,"score_gpt":0.5735128286381825,"score_spread":0.06889289793000464,"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."}}