{"id":"W2326616586","doi":"10.1097/01.asw.0000305449.33693.2e","title":"Process for Developing Evidence-Informed Practice Recommendations","year":2009,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Registered Nurses' Association of Ontario","keywords":"Medicine; Guideline; Wound care; Critical appraisal; Process (computing); Reading (process); Venous leg ulcer; Quality (philosophy); MEDLINE; Medical education; Clinical Practice; Nursing; Evidence-based medicine; Evidence-based practice; Alternative medicine; Intensive care medicine; Surgery; Pathology; Computer science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3404649,0.003854464,0.005911803,0.02064365,0.007160456,0.02046509,0.01183754,0.02324554,0.0374104],"category_scores_gemma":[0.5224974,0.004862754,0.01119085,0.01406995,0.005711459,0.01719062,0.02357329,0.03163496,0.02738847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01528581,"about_ca_system_score_gemma":0.1153359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007344255,"about_ca_topic_score_gemma":0.007360702,"domain_scores_codex":[0.6743919,0.1825907,0.08662183,0.008385406,0.0432074,0.00480279],"domain_scores_gemma":[0.3913596,0.3116205,0.03466607,0.03976164,0.2047734,0.0178188],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003492913,0.000829838,0.001677602,0.01898677,0.001130665,0.002026107,0.02348422,0.002370324,0.001782999,0.05518428,0.299276,0.5929019],"study_design_scores_gemma":[0.001253003,0.0004965387,0.00192949,0.0474911,0.0007073767,0.00106642,0.01177603,0.006731418,0.002351939,0.1550384,0.7705215,0.0006367371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004256687,0.01015268,0.4165899,0.2883186,0.01646243,0.222886,0.003508833,0.003038113,0.03478684],"genre_scores_gemma":[0.007333247,0.002562548,0.9297417,0.009640374,0.0009128302,0.04539466,0.000884515,0.0001913599,0.003338587],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6595352,"threshold_uncertainty_score":0.8133243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256184268513728,"score_gpt":0.588152163793353,"score_spread":0.3625337369419802,"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."}}