{"id":"W2329064867","doi":"10.1097/01376517-200104000-00002","title":"Successful Incorporation of the Severe Head Injury Guidelines into a Phased-Outcome Clinical Pathway","year":2001,"lang":"en","type":"article","venue":"Journal of Neuroscience Nursing","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Care pathway; Intensive care unit; Traumatic brain injury; Head trauma; Clinical pathway; Critical pathways; Head injury; Intensive care medicine; Guideline; Emergency medicine; Surgery; Health care; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003627243,0.0001299066,0.0004270048,0.0001661065,0.0001470849,0.00004193667,0.0003379119,0.00007969158,0.00001999357],"category_scores_gemma":[0.01923026,0.0000839162,0.0002844049,0.0007995717,0.0003908552,0.0007806264,0.00003899013,0.0005548104,0.000001823942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000098975,"about_ca_system_score_gemma":0.000669379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002626077,"about_ca_topic_score_gemma":0.0000150307,"domain_scores_codex":[0.9950124,0.00031282,0.00328622,0.0002166219,0.0009804051,0.0001915378],"domain_scores_gemma":[0.9952392,0.0005437024,0.002554714,0.0003262295,0.001158396,0.0001777313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00104659,0.0007909084,0.5079919,0.00002432923,0.000007873618,0.00005135227,0.0001665033,0.0001230772,0.269186,0.00004547851,0.003061832,0.2175041],"study_design_scores_gemma":[0.007326133,0.006544779,0.918202,0.001933006,0.0005255729,0.005860979,0.001976714,0.006387449,0.0141443,0.003706921,0.0329889,0.0004032745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502326,0.00005451121,0.006009035,0.04042241,0.002912005,0.0002241406,0.000002573545,0.00001007525,0.0001326098],"genre_scores_gemma":[0.9886925,0.00007777139,0.005127597,0.005307776,0.0007238298,6.422834e-7,7.191251e-7,0.0000133353,0.00005588993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4102101,"threshold_uncertainty_score":0.9890312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4459058729957257,"score_gpt":0.5873382687550385,"score_spread":0.1414323957593128,"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."}}