{"id":"W1996401036","doi":"10.7748/ns2007.08.21.49.39.c4603","title":"Patient preparation for safe removal of surgical drains","year":2007,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Entrapment; Surgery; Surgical procedures; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003339051,0.00008115581,0.0002016864,0.00007359252,0.00003905928,0.000004881299,0.00003004341,0.00005695416,0.0000353858],"category_scores_gemma":[0.00006285377,0.00007331474,0.000085507,0.00008905678,0.00007439502,0.00002815409,0.000008793508,0.000057139,0.000001539825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797789,"about_ca_system_score_gemma":0.00005208308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001827017,"about_ca_topic_score_gemma":9.634638e-7,"domain_scores_codex":[0.9990097,0.000008312161,0.0002826062,0.0001615428,0.0003423753,0.0001955036],"domain_scores_gemma":[0.9994522,0.00006454866,0.00009403567,0.0001819426,0.0001430983,0.00006412995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01991192,0.0005083152,0.0008127969,0.0002437775,0.0001930394,0.0003045443,0.005340929,0.00002780235,0.01636988,0.00715362,0.2669736,0.6821598],"study_design_scores_gemma":[0.003351047,0.001900976,0.000671909,0.0004211461,0.0001619827,0.0002058723,0.0006888742,0.0002111472,0.07826453,0.0001825767,0.9138229,0.0001169989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6757179,0.0002310059,0.08724224,0.001525452,0.0004339465,0.0009525394,0.00004737908,0.00005790672,0.2337916],"genre_scores_gemma":[0.964686,0.000006647411,0.03381514,0.00007788667,0.0001712639,0.000005646569,0.00004236193,0.0000160991,0.001178924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6820428,"threshold_uncertainty_score":0.2989688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345533584116841,"score_gpt":0.3328447157105498,"score_spread":0.3193893798693814,"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."}}