{"id":"W3156122241","doi":"10.1186/s13643-021-01813-3","title":"Evidence on scaling in health and social care: protocol for a living umbrella review","year":2021,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre; Université Laval","funders":"International Development Research Centre; Canadian Institutes of Health Research; Canadian Foundation for Healthcare Improvement; World Health Organization","keywords":"Medicine; Protocol (science); Health care; Family medicine; Gerontology; Nursing; Alternative medicine; Pathology; Economic growth","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":[0.1423254,0.008185695,0.01814376,0.02242426,0.00577533,0.01156614,0.008404091,0.01086161,0.1145898],"category_scores_gemma":[0.1845737,0.007165712,0.02092481,0.02153347,0.007662317,0.01067247,0.008896299,0.01178737,0.02405347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0173701,"about_ca_system_score_gemma":0.06299645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005232397,"about_ca_topic_score_gemma":0.007457816,"domain_scores_codex":[0.8742281,0.06391033,0.03794222,0.007668696,0.01250954,0.003741125],"domain_scores_gemma":[0.871101,0.05009058,0.02481669,0.01478396,0.03462775,0.004580142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006671663,0.000448601,0.000661548,0.8294848,0.002463169,0.00111893,0.003641463,0.001811334,0.00237263,0.01099666,0.08338179,0.05694739],"study_design_scores_gemma":[0.01890601,0.001844801,0.003570015,0.5293176,0.004273824,0.001024561,0.00354998,0.001456019,0.002244706,0.02249917,0.4107778,0.0005355142],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001273242,0.001268556,0.001649593,0.0004779375,0.0004560021,0.9931561,0.002164446,0.00008611786,0.0006138341],"genre_scores_gemma":[0.0001277979,0.0006984561,0.003234019,0.0002482841,0.00003757998,0.9950334,0.0002920861,0.00001091792,0.0003175464],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1423254,"threshold_uncertainty_score":0.7526979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8596496013099244,"score_gpt":0.745358231822999,"score_spread":0.1142913694869254,"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."}}