{"id":"W2735199618","doi":"10.1186/s13012-017-0617-5","title":"Prioritising Responses Of Nurses To deteriorating patient Observations (PRONTO) protocol: testing the effectiveness of a facilitation intervention in a pragmatic, cluster-randomised trial with an embedded process evaluation and cost analysis","year":2017,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Medical Research Council; National Health and Medical Research Council; Australian Commission on Safety and Quality in Health Care","keywords":"Medicine; Health administration; Protocol (science); Intervention (counseling); Facilitation; Health services research; Health informatics; Cluster randomised controlled trial; Cluster (spacecraft); Public health; Family medicine; Nursing; Alternative medicine; Pathology; Psychology","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":[0.03319363,0.00451214,0.005775042,0.00198838,0.001333094,0.002088471,0.003409242,0.00528396,0.01576536],"category_scores_gemma":[0.05769373,0.002027813,0.004055062,0.001302278,0.003236931,0.002859578,0.003045076,0.003478403,0.001350613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004558857,"about_ca_system_score_gemma":0.007265244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003345499,"about_ca_topic_score_gemma":0.002859161,"domain_scores_codex":[0.9510396,0.03808398,0.003607006,0.003020072,0.002354322,0.00189501],"domain_scores_gemma":[0.9625648,0.02240431,0.006949901,0.003225433,0.002018275,0.002837243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9455782,0.02145982,0.0005283283,0.003100598,0.001194489,0.00006368539,0.000361756,0.002425322,0.0006413364,0.0006300749,0.000676158,0.02334019],"study_design_scores_gemma":[0.8969458,0.09778467,0.0008104632,0.0001967029,0.0005004742,0.00001770758,0.00006847768,0.002051122,0.0003517677,0.0006940709,0.0005374978,0.00004111011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5094735,0.001100697,0.0112862,0.001213785,0.001868437,0.4695218,0.001222846,0.0005383804,0.00377439],"genre_scores_gemma":[0.402043,0.0003255401,0.02738691,0.0007470879,0.0003778515,0.5670117,0.0002843243,0.00003706123,0.001786514],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.03319363,"threshold_uncertainty_score":0.1755468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5664131573562713,"score_gpt":0.7044239631305228,"score_spread":0.1380108057742515,"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."}}