{"id":"W143376152","doi":"","title":"The process of developing best practice guidelines for nurses in Ontario: risk assessment and prevention of pressure ulcers.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre","funders":"","keywords":"Medicine; Guideline; Best practice; Nursing; Stakeholder; Health care; Christian ministry; MEDLINE; Public relations; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1235192,0.00126278,0.00128032,0.01390065,0.00799588,0.008144873,0.005557994,0.004335393,0.004202034],"category_scores_gemma":[0.1916776,0.001795081,0.001586285,0.01652102,0.004473306,0.004264987,0.00992578,0.006229783,0.002446837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06281085,"about_ca_system_score_gemma":0.3338043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.615468,"about_ca_topic_score_gemma":0.7802834,"domain_scores_codex":[0.9150499,0.03040619,0.02154815,0.002099809,0.02844858,0.002447411],"domain_scores_gemma":[0.7448726,0.03618363,0.02431649,0.007048108,0.1705422,0.01703702],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008833759,0.0004054672,0.008969021,0.01127804,0.0001252951,0.001401152,0.04837231,0.0007764513,0.00261319,0.006604643,0.3340088,0.5853573],"study_design_scores_gemma":[0.0002639614,0.0002844795,0.0426693,0.02110983,0.0002137661,0.0006896522,0.01926916,0.001217881,0.001283632,0.005870746,0.9067678,0.0003597384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04067704,0.1012342,0.09821221,0.5073601,0.01224219,0.1038793,0.009326547,0.002133907,0.1249346],"genre_scores_gemma":[0.1064636,0.06450336,0.7418838,0.01755881,0.001056061,0.03027408,0.007769648,0.0004614156,0.03002923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9371892,"threshold_uncertainty_score":0.7735931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2914291298943825,"score_gpt":0.5087678265507711,"score_spread":0.2173386966563886,"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."}}